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Product

  • JupyterHub Server: a popular open-source JupyterHub platform, which allows users to run interactive computing sessions with a variety of programming languages.

  • RStudio Server: a pre-configured RStudio Server environment, making it easy to set up a remote development environment for R programming.

  • RShiny Server: a pre-configured RShiny Server environment, enabling you to host Shiny apps in the cloud.

  • VPN Server: The VPN Server with Web GUI Admin powered by OpenVPN provides secure and encrypted communication channels, ensuring seamless connectivity and privacy for users across networks.

  • Linux with GUI Desktop: a desktop environment on top of a Linux operating system, providing a familiar graphical interface for users who prefer it.

  • Linux SFTP Server: a pre-configured SFTP server environment, enabling you to easily and securely transfer files to and from your cloud instances.

  • API Server: ClamAV Antivirus for AWS S3 Data: a pre-configured environment for running a server that performs virus scans using ClamAV.

  • Stable Diffusion with Web User Interface: specifically tailored for Stable Diffusion, a state-of-the-art solution in image generation and training. It's an ideal tool for artists, developers, and AI enthusiasts, empowering them to harness the capabilities of machine learning to effortlessly create and modify images.

Customer Support

At Elm Computing, we're committed to providing exceptional customer support to help you get the most out of our products and services. If you need assistance with any of our offerings, please don't hesitate to reach out to us at support@elmcomputing.io. Our dedicated support team is always ready to help you with any technical issues or general inquiries you may have, and we'll do our best to respond to your inquiries as quickly as possible. Thank you for choosing Elm Computing.

The virus scan API server using ClamAV is a pre-configured container image designed to facilitate the setup and deployment of an API server for performing virus scans on data files prior to or after being uploaded into AWS S3 buckets. It includes the ClamAV antivirus software, which is a powerful and widely used open-source solution for detecting and mitigating malware threats.

It provides a streamlined environment for developers to integrate virus scanning capabilities into their applications or systems. With this product, users can quickly develop a reliable virus scan solution, ensuring the protection of their files and data from potential malware infections.

ClamAV AntiVirus

ClamAV is an open-source antivirus software designed to detect and protect against a wide range of malware threats on Unix-based systems, including Linux, macOS, and BSD. It is one of the most widely used antivirus solutions for servers and network-based security applications. ClamAV is highly regarded for its effectiveness in identifying viruses, trojans, worms, and other malicious software, making it a crucial tool in safeguarding critical systems from potential threats.

ClamAV operates on a signature-based detection method, where it maintains an extensive database of virus signatures and patterns that are regularly updated to stay current with emerging threats. This enables ClamAV to efficiently scan files, directories, and emails for known malicious code and promptly flag any suspicious activity. Additionally, it offers the option to integrate with various mail servers and web applications, providing real-time scanning and protection.

What sets ClamAV apart is its open-source nature, which fosters a robust community of developers and contributors continuously working to improve its capabilities. This collaborative approach ensures that ClamAV remains a reliable and up-to-date antivirus solution, freely available to the broader community. Whether used as a standalone antivirus or in conjunction with other security tools, ClamAV offers essential protection for systems vulnerable to malware attacks.

Running ECS Task with Fargate

This guide provides step-by-step instructions to run the virus scan API server using Amazon ECS Fargate. If not mentioned, please use the default configurations.


Step 1: Create an ECS Task Definition

  1. Log into the Amazon ECS Console.

  2. Select Task Definitions and click Create new Task Definition.

  3. Under Task definition configuration:

    • Task definition family: Set a name (e.g., elm-clamav-virus-scan-api).
  4. Under Infrastructure requirements:

    • Launch Type: Fargate
    • Operating System/Architecture: Linux/X86_64
    • Task size: Set 1 vCPU and 3GB memory (initial settings, adjustable as needed for handling larger or more files).
    • Task role and Task execution role: Ensure the following IAM policies are attached to the roles:
      • AmazonECSTaskExecutionRolePolicy
      • AmazonS3ReadOnlyAccess
      • AWSMarketplaceMeteringRegisterUsage
  5. Under Container - 1:

    • Container Name: Set a name (e.g., clamav-virus-scan-api).

    • Image URI:

      709825985650.dkr.ecr.us-east-1.amazonaws.com/elm-computing/clamav-virus-scan-api:1.2.1.2
      

      where 1.2.1.2 is the version number and can be replaced for other versions.

    • Port Mappings:

      • Container Port: 8080
      • Protocol: TCP
      • Port Name: virus-scan-api
      • App Protocol: http
    • Health Check: Command:

      CMD-SHELL, curl -f http://localhost:8080/api/healthcheck || exit 1
      
      • Interval: 30 seconds
      • Timeout: 5 seconds
      • Start period: 30 seconds
      • Retries: 3
  6. Click Create to finalize the task definition.


Step 2: Run the Task

  1. In the Amazon ECS Console, select Clusters from the left-hand side and choose an existing cluster or create a new one.

  2. Click on the Tasks tab, then click Run new Task.

  3. Under Compute configuration (advanced):

    • Compute options: Launch type
    • Launch Type: Fargate.
  4. Under Deployment configuration:

    • Application type: Task
    • Family: Select the task definition created in Step 1.
  5. Under Networking:

    • VPC and Subnet: Choose the appropriate VPC and subnet.
  6. For Security Group, ensure the inbound port 8080 is open to all IPs or to a specific range:

    • Type: Custom TCP Rule.
    • Port: 8080.
    • Source: 0.0.0.0/0 (or restrict the IP range for secure access).
    • Public IP: Turned On (for security concerns, this can be turned off if the API server is only accessible from within the same subnet).
  7. Click Create.


Step 3: Monitor the Task

  1. Go to the Tasks tab to check the Health status. It usually takes around 2-3 minutes for the task to reach the "Healthy" status.

  2. Check the task logs via Amazon CloudWatch Logs to ensure there are no errors reported and that the task is functioning correctly.


By following these steps, you will successfully run your ClamAV Virus Scan API container image with an initial task size of 1 vCPU and 3GB memory, adjustable as needed for handling larger or more files for scanning.

Scan an S3 object

After starting the EC2 instance, you can access the API Server using its IP address and the port 8080. For instance, if the IP address is 172.31.39.37, you can perform file scans on the S3 bucket by making requests to http://172.31.39.37:8080/api/clamav/scan/s3/object.

curl -d '{"stream": true, "bucket": "elm-bucket-virus-scan", "key": "test/virus_test.txt"}' -H 'Content-Type: application/json' http://172.31.39.37:8080/api/clamav/scan/s3/object 

The three parameters have the following meanings:

  • stream: This parameter determines how the server should handle the file download. When set to false, it means that the server will download the whole file into memory first before saving it to disk. When set to true, the server will stream the file directly to disk in smaller chunks. Using streaming can be advantageous when dealing with large files as it reduces the memory footprint required for the download process. It allows for more efficient resource utilization and enables the server to handle files that might otherwise exceed available memory capacity.

  • bucket: This parameter specifies the name of the S3 bucket from which the file should be retrieved.

  • key: This parameter represents the key of the file within the S3 bucket. It specifies the specific file that should be downloaded and scanned.

Response

A json format string will be returned. The possible return codes are 0, 1, 2, and 99.

  • Clean:
{"code":0,"message":"OK"}
  • Infected: For example, when Eicar-Signature is identified, the response would be
{"code":1,"message":"Eicar-Signature FOUND"}
  • Scan Errors: For example, when having file access error, the response would be
{"code":2,"message":"Can't access file /tmp/test/file"}
  • Other Errors: For example, when the IAM role is not properly set, the response would be
{"code":99,"message":"no credentials in the property bag"}

Scan a local file on the API Server

you can perform file scans on local files by making requests to http://172.31.39.37:8080/api/clamav/scan/file.

curl -d '{"file": "/tmp/test.txt"}' -H 'Content-Type: application/json' http://172.31.39.37:8080/api/clamav/scan/file

Shell

curl -d '{"stream": true, "bucket": "elm-bucket-virus-scan", "key": "test/virus_test.txt"}' -H 'Content-Type: application/json' http://172.31.39.37:8080/api/clamav/scan/s3/object 

Python

import requests
import json

def elm_scan_object(url, stream, bucket, key):
    # Define the payload as a dictionary
    payload = {
		"stream": stream,
        "bucket": bucket,
        "key": key
    }

    # Set the headers
    headers = {
        "Content-Type": "application/json"
    }

    # Send a POST request to the API endpoint
    response = requests.post(url, data=json.dumps(payload), headers=headers)

    # Check the response status code
    if response.status_code == 200:
        # Request was successful
        data = response.json()  # Extract the JSON data from the response
        return data
    else:
        # Request was not successful
        print(f"Request failed with status code: {response.status_code}")
        return None

if __name__ == '__main__':        
    result = elm_scan_object(
        url = "http://172.31.39.37:8080/api/clamav/scan/s3/object", \
		stream = True, \
        bucket = 'elm-bucket-virus-scan', \
        key = 'virus_test.txt')
    
    if result:
        print(result)
        print(result['code'])
        print(result['message'])

JavaScript

const axios = require('axios');

async function elmScanObject(url, stream, bucket, key) {
  try {
    const payload = {
	  stream,
      bucket,
      key,
    };

    const headers = {
      'Content-Type': 'application/json',
    };

    const response = await axios.post(url, payload, { headers });

    if (response.status === 200) {
      return response.data;
    } else {
      console.log(`Request failed with status code: ${response.status}`);
      return null;
    }
  } catch (error) {
    console.error('An error occurred:', error.message);
    return null;
  }
}

async function main() {
  const url = 'http://172.31.39.37:8080/api/clamav/scan/s3/object';
  const stream = true;
  const bucket = 'elm-bucket-virus-scan';
  const key = 'virus_test.txt';

  const result = await elmScanObject(url, stream, bucket, key);

  if (result) {
    console.log(result);
    console.log(result.code);
    console.log(result.message);
  }
}

main();

Dart

import 'dart:convert';
import 'package:http/http.dart' as http;

Future<Map<String, dynamic>?> elmScanObject(String url, bool stream, String bucket, String key) async {
  try {
    final payload = {
      'stream': stream,
      'bucket': bucket,
      'key': key,
    };

    final headers = {
      'Content-Type': 'application/json',
    };

    final response = await http.post(Uri.parse(url), headers: headers, body: jsonEncode(payload));

    if (response.statusCode == 200) {
      return jsonDecode(response.body);
    } else {
      print('Request failed with status code: ${response.statusCode}');
      return null;
    }
  } catch (error) {
    print('An error occurred: $error');
    return null;
  }
}

void main() async {
  final url = 'http://172.31.39.37:8080/api/clamav/scan/s3/object';
  final stream = true;
  final bucket = 'elm-bucket-virus-scan';
  final key = 'virus_test.txt';

  final result = await elmScanObject(url, stream, bucket, key);

  if (result != null) {
    print(result);
    print(result['code']);
    print(result['message']);
  }
}

Go

package main

import (
	"bytes"
	"encoding/json"
	"fmt"
	"io/ioutil"
	"net/http"
)

func elmScanObject(url string, stream bool, bucket string, key string) (map[string]interface{}, error) {
	payload := map[string]interface{}{
		"stream": stream,
		"bucket": bucket,
		"key":    key,
	}

	payloadBytes, err := json.Marshal(payload)
	if err != nil {
		return nil, err
	}

	req, err := http.NewRequest("POST", url, bytes.NewBuffer(payloadBytes))
	if err != nil {
		return nil, err
	}

	req.Header.Set("Content-Type", "application/json")

	client := &http.Client{}
	resp, err := client.Do(req)
	if err != nil {
		return nil, err
	}
	defer resp.Body.Close()

	respBody, err := ioutil.ReadAll(resp.Body)
	if err != nil {
		return nil, err
	}

	if resp.StatusCode == http.StatusOK {
		var data map[string]interface{}
		err = json.Unmarshal(respBody, &data)
		if err != nil {
			return nil, err
		}
		return data, nil
	} else {
		return nil, fmt.Errorf("Request failed with status code: %d", resp.StatusCode)
	}
}

func main() {
	url := "http://172.31.39.37:8080/api/clamav/scan/s3/object"
	stream := true
	bucket := "elm-bucket-virus-scan"
	key := "virus_test.txt"

	result, err := elmScanObject(url, stream, bucket, key)
	if err != nil {
		fmt.Println("An error occurred:", err)
		return
	}

	if result != nil {
		fmt.Println(result)
		fmt.Println(result["code"])
		fmt.Println(result["message"])
	}
}

Version 1.2.1.2

  • ClamAV: 1.2.1

  • Enabled detecting OLE2 files containing VBA macros, which were not detected by signatures will be marked as "Heuristics.OLE2.ContainsMacros".

  • Enabled AlertExceedsMax.

    Files exceeding the MaxFileSize (100M), MaxScanSize (400M), or MaxRecursion (10) limit will be flagged with the virus name starting with "Heuristics.Limits.Exceeded".

    If your scan is expected to trigger the alert, please contact us at support@elmcomputing.io

API endpoints

  • http://ip-address:8080/api/clamav/scan/s3/object

  • http://ip-address:8080/api/clamav/scan/file

  • http://ip-address:8080/api/healthcheck

After the EC2 instance is started, you can access the RStudio Server with its public IP address. For example, if the IP address is 10.11.12.13, typing http://10.11.12.13 in the browser will bring you to the following startup page:

main page

The default username is ruser and the password is the EC2 instance ID that has the form of i-0c7fadc4dc193eca7.

RStudio Server AMI on AWS Marketplace

Subscribe to the AMI

main page

Continue to configure the EC2 instance

main page

Choose a region close to your location

main page

Choose an instance type

t2.micro is a good starting point for testing. Once everything is confirmed to work, you can switch to other instance types (more CPUs, high memory) that fit your need. main page

Create security group for the Rstudio Server

If you do not already have an SSH key pair, please generate a new one to use when logging into the RStudio Server.

main page

Create SSH key pair with default values

main page

Choose "allow" to download your SSH key pair

main page

Launch your EC2 instance

main page

Go to EC2 console

main page

Select the new EC2 instance

main page

Public IP address and Instance ID

main page

Access the login page

main page

Enter RStudio IDE

main page

Change instance type

To change the instance type once the server is tested, please go to "Actions", "Instance settings", and then "Change instance type".

RStudio Server

    R: 4.4.2

    rstudio-server: 2024.04.2-764

Release Notes

Upgraded R to version 4.4.2, and all R packages to their latest versions.

This AMI provides thousands of R packages covering various domains such as data science, machine learning, economitrics, database, finance, official statistics, survey statistics, Bayesian statistics, clinical trials, epidemiology, experimental design, psychometric methodology, analysis of pharmacokinetic data, medical image processing, teaching statistics, time series analysis, analysis of spatial and spatiotemporal data, reproducible research, phylogenetics, web technologies, hydrology, sports analytics, natural language processing, actuarial science, optimization, genomics, proteomics, metabolomics, transcriptomics, and other omics.

R packages (4302)

packageversionpackageversion
abc2.2.1abc.data1.1
ABCoptim0.15.0abcrf1.9
abglasso0.1.1abind1.4-8
abtest1.0.1accrualPlot1.0.7
acebayes1.10acepack1.4.2
ACNE0.9.1acp2.1
acs2.1.4ACSWR1.0
ActivePathways2.0.5actuar3.3-4
actuaRE0.1.5ActuarialM0.1.0
actuaryr1.1.1actxps1.5.0
ada2.0-5adagio0.9.2
adaptivetau2.3-2adaptMCMC1.5
adaptr1.4.0ADAPTS1.0.22
adaptsmoFMRI1.2adaptTest1.2
additivityTests1.1-4.2ade41.7-22
ade4TkGUI0.3-1adegenet2.1.10
adegraphics1.0-21adehabitatHR0.4.22
adehabitatHS0.3.18adehabitatLT0.3.28
adehabitatMA0.3.17adephylo1.1-16
adespatial0.3-24ADGofTest0.3
adimpro0.9.7.2adiv2.2.1
adjclust0.6.10adlift1.4-5
admisc0.36AdMit2.1.9
ads1.5-10AdvancedBasketballStats1.0.1
AER1.2-14affy1.82.0
affyio1.74.0africamonitor0.2.4
agricolae1.3-7agricolaeplotr0.5.0
agridat1.24agriwater1.0.2
agvgd0.1.2AhoCorasickTrie0.1.2
aion1.1.0airGR1.7.6
airGRdatasets0.2.1airGRdatassim0.1.3
airGRiwrm0.7.0airGRteaching0.3.3
airports0.1.0airr1.5.0
ajv1.0.0akima0.6-3.4
alabama2023.1.0alakazam1.3.0
aLFQ1.3.6AlgDesign1.2.1.1
aliases2entrez0.1.2almanac1.0.0
alpaca0.3.4alphavantager0.1.3
altair4.2.3ALTopt0.1.2
Amelia1.8.2ammiBayes1.0-2
ampir1.1.0AMR2.1.1
anabel3.0.1AnaCoDa0.1.4.4
anacor1.1-4analogsea1.0.7.2
analogue0.17-7anesrake0.80
animation2.7anipaths0.10.3
anMC0.2.5annotate1.82.0
AnnotationBustR1.3.0AnnotationDbi1.66.0
AnnuityRIR1.0-0Anthropometry1.19
anytime0.3.9ao1.1.0
aod1.3.3aoos0.5.0
AovBay0.1.0apc2.0.0
apcluster1.4.13ape5.8
apex1.0.6APFr1.0.2
aphid1.3.5aphylo0.3-3
apisensr1.0.0aplot0.2.3
apollo0.3.4approximator1.2-8
apsimx2.8.0ARCensReg3.0.1
arcgislayers0.3.1arcgisutils0.3.1
archetypes2.2-0.1archive1.1.9
archivist2.3.8arcpbf0.1.6
ArDec2.1-1ARDL0.2.4
ardl.nardl1.3.0areal0.1.8
arfima1.8-1argo3.0.2
argparse2.2.3arima23.3.0
arkhe1.7.0arm1.14-4
aroma.affymetrix3.2.2aroma.apd0.7.0
aroma.cn1.7.1aroma.core3.3.1
aroma.light3.34.0arpr0.1.2
arrangements1.1.9arrow17.0.0.1
ars0.8arsenal3.6.3
aRxiv0.10ascii2.6
asd2.2ash1.0-15
ashr2.2-63AsioHeaders1.22.1-2
askpass1.2.1aspect1.0-6
ASSA2.0assertthat0.2.1
AssetCorr1.0.4astsa2.1
asymmetry2.0.4ata1.1.1
atom4R0.3-3atRisk0.1.0
attempt0.3.1attention0.4.0
AUC0.3.2audio0.1-11
autoFRK1.4.3autoimage2.2.3
automap1.1-12autostsm3.1.5
av0.9.2aweek1.0.3
aws2.5-6aws.signature0.6.0
awsMethods1.1-1AzureAppInsights0.3.1
AzureAuth1.3.3AzureCognitive1.0.1
AzureContainers1.3.2AzureCosmosR1.0.0
AzureGraph1.3.4AzureKusto1.1.3
AzureQstor1.0.1AzureRMR2.4.4
AzureStor3.7.0AzureTableStor1.0.0
AzureVision1.0.2AzureVM2.2.2
babelgene22.9babelwhale1.2.0
babette2.3.4BACCO2.1-0
BACCT1.0backports1.5.0
backtest0.3-4bacondecomp0.1.1
baggr0.7.8bain0.2.11
BalancedSampling2.0.6BaM1.0.3
bama1.3.0bamdit3.4.2
bamlss1.2-5BAMMtools2.1.12
bang1.0.4BANOVA1.2.1
BarcodingR1.0-3BART2.9.9
bartCause1.0-9bartcs1.2.2
bartMachine1.3.4.1bartMachineJARs1.2.1
BAS1.7.3basad0.3.0
base642.0.2base64enc0.1-3
base64url1.4baseballr1.6.0
basicMCMCplots0.2.7BASiNET0.0.5
BaSkePro1.1.1BasketballAnalyzeR0.5.0
BASS1.3.1BatchExperiments1.4.3
BatchJobs1.9batchmeans1.0-4
BAwiR1.3.2baycn1.2.0
bayefdr0.2.1bayes4psy1.2.12
bayesAB1.1.3bayesammi0.2.0
bayesanova1.6BayesARIMAX0.1.1
BayesBinMix1.4.1bayesbio1.0.0
bayesboot0.2.2BayesBP1.1
BayesCACE1.2.3BayesCombo1.0
BayesComm0.1-2bayescopulareg0.1.3
bayescount0.9.99-9BayesCR2.1
bayesCT0.99.3BayesCTDesign0.6.1
BayesDA2012.04-1bayesDccGarch3.0.4
bayesdfa1.3.3bayesdistreg0.1.0
bayesDP1.3.6BayesFactor0.9.12-4.7
BayesFM0.1.7bayesforecast1.0.1
bayesGAM0.0.2bayesGARCH2.1.10
BayesGOF5.2BayesGPfit1.1.0
BayesGWQS0.1.1bayesian1.0.1
bayesianETAS1.0.3BayesianFactorZoo0.0.0.3
Bayesiangammareg0.1.0BayesianGLasso0.2.0
BayesianLaterality0.1.2BayesianNetwork0.3.2
BayesianTools0.1.8bayesianVARs0.1.4
bayesImageS0.6-1BayesLCA1.9
bayesLife5.2-0BayesLN0.2.10
BayesLogit2.1bayeslongitudinal0.1.0
bayesm3.1-6BayesMallows2.2.2
BayesMassBal1.1.0bayesmeta3.4
bayesmix0.7-6bayesnec2.1.3.0
bayesplot1.11.1bayesQR2.4
bayesRecon0.3.1bayestestR0.15.0
bayesTFR7.4-2BayesTools0.2.17
BayesTree0.3-1.5BayesVarSel2.2.5
BayesX0.3-3BAYSTAR0.2-10
baytrends2.0.12BB2019.10-1
BBmisc1.13bbmle1.0.25.1
bbotk1.2.0BCBCSF1.0-1
BCC19970.1.1BClustLonG0.1.3
bcpa1.3.2bcrm0.5.4
BDgraph2.73bdrc1.1.0
bdsmatrix1.3-7BE0.2.4
beachmat2.20.0beadarray2.54.0
BeadDataPackR1.56.0beakr0.4.3
bearishTrader1.0.2beastier2.5.2
beautier2.6.12BED1.5.2
beepr2.0beeswarm0.4.0
benchmarkme1.0.8benchmarkmeData1.0.4
BenfordTests1.2.0bentcableAR0.3.1
Bergm5.0.7Bernadette1.1.5
berryFunctions1.22.5Bessel0.6-1
BetaBit2.2betafunctions1.9.0
betapart1.6betareg3.2-1
betategarch3.3BETS0.4.9
bets.covid191.0.0beyondWhittle1.2.1
bezier1.1.2bfast1.7.0
BGLR1.1.3BGVAR2.5.8
bgw0.1.3BH1.84.0-0
BHH22016.05.31BiasCorrector0.2.3
BiasedUrn2.0.12bibtex0.5.1
biclust2.0.3.1bidask2.0.6
bife0.7.2BIFIEsurvey3.6-6
biganalytics1.1.22bigchess1.9.1
bigD0.2.0bigleaf0.8.2
biglm0.9-3bigmemory4.6.4
bigmemory.sri0.1.8bigrquery1.5.1
bigsplines1.1-1bigtime0.2.3
BigVAR1.1.2bimets4.0.2
bindr0.1.1bindrcpp0.2.3
binhf1.0-3binman0.1.3
binom1.1-1.1binr1.1.1
binseqtest1.0.4bio3d2.4-5
Biobase2.64.0BiocFileCache2.12.0
BiocGenerics0.50.0BiocIO1.14.0
BiocManager1.30.25BiocParallel1.38.0
BiocSingular1.20.0BiocVersion3.19.1
BioInsight0.3.1biomaRt2.60.1
biomartr1.0.7biomformat1.32.0
bioseq0.1.4Biostrings2.72.1
biotic0.1.2bipartite2.20
birtr1.0.0BisqueRNA1.0.5
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vars1.6-1VARshrink0.3.1
varycoef0.3.4VCA1.5.1
vcd1.4-13vcdExtra0.8-5
vcr1.6.0vctrs0.6.5
vdg1.2.3VedicDateTime0.1.9
vegan2.6-8vegawidget0.5.0
vegperiod0.4.0VennDiagram1.7.3
venneuler1.1-4VGAM1.1-12
VGAMdata1.1-12vglmer1.0.5
vhica0.2.8VIC50.2.6
VIM6.2.2VineCopula2.5.1
vines1.1.5vip0.4.1
viridis0.6.5viridisLite0.4.2
visNetwork2.1.2visualize4.5.0
vkR0.2volatilityTrader1.0.1
volcano3D2.0.9volleystat0.2.0
vpc1.2.2vroom1.6.5
vrtest1.2vsn3.72.0
W3CMarkupValidator0.1-7waiter0.2.5
waldo0.5.3warp0.2.1
washdata0.1.4WASP1.4.4
waterData1.0.8waterquality1.0.0
WaveletComp1.1wavelets0.3-0.2
waveslim1.8.5wavethresh4.7.3
wavScalogram1.1.3waywiser0.6.0
wbstats1.0.4wCorr1.9.8
WDI2.7.8wdm0.2.4
wdman0.2.6weatherOz1.0.0
WebAnalytics0.9.12webchem1.3.0
webdriver1.0.6WebGestaltR0.4.6
webmockr1.0.0webreadr0.4.0
webshot0.5.5webshot20.1.1
websocket1.4.2webutils1.2.2
wehoop2.1.0WeightedPortTest1.1
WeightIt1.3.1weights1.0.4
welo0.1.4WeMix4.0.3
WGCNA1.73WH1.1.2
whisker0.4.1whitebox2.4.0
whitening1.4.0whoami1.3.0
widgetframe0.3.1widgetTools1.82.0
WikidataQueryServiceR1.0.0WikidataR2.3.3
WikipediR1.7.1wikitaxa0.4.0
wildlifeDI1.0.0wilson2.4.2
windex2.0.8wINEQ1.2.1
withr3.0.2wk0.9.4
wktmo1.0.5wkutils0.1.3
wnl0.8.1wooldridge1.4-3
worcs0.1.15word2vec0.4.0
wordcloud2.6wordnet0.1-17
workflowr1.7.1workflows1.1.4
workflowsets1.1.0worldfootballR0.6.2
worldmet0.9.8worrms0.4.3
wpp20171.2-3wpp20191.1-1
wql1.0.1WrightMap1.4
writexl1.5.1WriteXLS6.7.0
wrMisc1.15.2wrProteo1.12.0
WRSS3.1wrswoR1.1.1
WRTDStidal1.1.4WufooR1.0.1
x121.10.3x13binary1.1.61
xaringan0.30XBRL0.99.19.1
xfun0.49xgboost1.7.8.1
xgxr1.1.2XLConnect1.1.0
xlsx0.6.5xlsxjars0.6.1
XML3.99-0.17xml21.3.6
XML2R0.0.8xmlrpc21.1
xopen1.0.1xplain0.2.2
xpose0.4.18xpose.nlmixr20.4.0
xpose44.7.3xslt1.4.6
xtable1.8-4xts0.14.1
XVector0.44.0xxIRT2.1.2
yaImpute1.0-34.1yaml2.3.10
yardstick1.3.1yesno0.1.3
yhatr0.15.1ympes1.6.0
yorkr0.0.42ypssc1.1.0
yuima1.15.27yulab.utils0.1.7
zeallot0.1.0zen4R0.10
zic0.9.1ZIM1.1.0
ZINARp0.1.0zip2.3.1
zipfR0.6-70zlib1.0.3
zlibbioc1.50.0zoo1.8-12
ZRA0.2ztable0.2.3
zTree1.0.7zyp0.11-1

RStudio Server

R: 4.4.1

rstudio-server: 2024.04.2-764

Release Notes

Since RStudio v1.3, the default authentication timeout configuration was changed to address security concerns about session hijacking, as users could remain signed in for extended periods. The new default automatically signs users out after 60 minutes of inactivity (no interaction with the IDE). This change impacts long-running code that is not started as a background job. To accommodate user preferences, the legacy behavior has been restored, allowing users to stay signed in for several days without being forced to log in again after going idle.

This AMI provides thousands of R packages covering various domains such as data science, machine learning, economitrics, database, finance, official statistics, survey statistics, Bayesian statistics, clinical trials, epidemiology, experimental design, psychometric methodology, analysis of pharmacokinetic data, medical image processing, teaching statistics, time series analysis, analysis of spatial and spatiotemporal data, reproducible research, phylogenetics, web technologies, hydrology, sports analytics, natural language processing, actuarial science, optimization, genomics, proteomics, metabolomics, transcriptomics, and other omics.

R packages (4293)

packageversionpackageversion
abc2.2.1abc.data1.1
ABCoptim0.15.0abcrf1.9
abglasso0.1.1abind1.4-5
abtest1.0.1accrualPlot1.0.7
acebayes1.10acepack1.4.2
ACNE0.9.1acp2.1
acs2.1.4ACSWR1.0
ActivePathways2.0.5actuar3.3-4
actuaRE0.1.5ActuarialM0.1.0
actuaryr1.1.1actxps1.5.0
ada2.0-5adagio0.9.2
adaptivetau2.3-1adaptMCMC1.5
adaptr1.4.0ADAPTS1.0.22
adaptsmoFMRI1.2adaptTest1.2
additivityTests1.1-4.2ade41.7-22
ade4TkGUI0.3-1adegenet2.1.10
adegraphics1.0-21adehabitatHR0.4.21
adehabitatHS0.3.17adehabitatLT0.3.27
adehabitatMA0.3.16adephylo1.1-16
adespatial0.3-23ADGofTest0.3
adimpro0.9.7adiv2.2.1
adjclust0.6.9adlift1.4-5
admisc0.35AdMit2.1.9
ads1.5-10AdvancedBasketballStats1.0.1
AER1.2-12affy1.82.0
affyio1.74.0africamonitor0.2.4
agricolae1.3-7agricolaeplotr0.5.0
agridat1.23agriwater1.0.2
agvgd0.1.2AhoCorasickTrie0.1.2
aion1.0.4airGR1.7.6
airGRdatasets0.2.1airGRdatassim0.1.3
airGRiwrm0.6.2airGRteaching0.3.3
airports0.1.0airr1.5.0
ajv1.0.0akima0.6-3.4
alabama2023.1.0alakazam1.3.0
aLFQ1.3.6AlgDesign1.2.1
aliases2entrez0.1.2almanac1.0.0
alpaca0.3.4alphavantager0.1.3
altair4.2.3ALTopt0.1.2
Amelia1.8.2ammiBayes1.0-2
ampir1.1.0AMR2.1.1
anabel3.0.1AnaCoDa0.1.4.4
anacor1.1-4analogsea1.0.7.2
analogue0.17-6anesrake0.80
animation2.7anipaths0.10.3
anMC0.2.5annotate1.82.0
AnnotationBustR1.3.0AnnotationDbi1.66.0
AnnuityRIR1.0-0Anthropometry1.19
anytime0.3.9ao1.1.0
aod1.3.3aoos0.5.0
AovBay0.1.0apc2.0.0
apcluster1.4.13ape5.8
apex1.0.6APFr1.0.2
aphid1.3.5aphylo0.3-3
apisensr1.0.0aplot0.2.3
apollo0.3.3approximator1.2-8
apsimx2.7.7ARCensReg3.0.1
arcgislayers0.3.0arcgisutils0.3.0
archetypes2.2-0.1archive1.1.8
archivist2.3.6arcpbf0.1.4
ArDec2.1-1ARDL0.2.4
ardl.nardl1.3.0areal0.1.8
arfima1.8-1argo3.0.2
argparse2.2.3arima23.1.0
arkhe1.7.0arm1.14-4
aroma.affymetrix3.2.2aroma.apd0.7.0
aroma.cn1.7.1aroma.core3.3.1
aroma.light3.34.0arpr0.1.2
arrangements1.1.9arrow16.1.0
ars0.7arsenal3.6.3
aRxiv0.10ascii2.6
asd2.2ash1.0-15
ashr2.2-63AsioHeaders1.22.1-2
askpass1.2.0aspect1.0-6
ASSA2.0assertthat0.2.1
AssetCorr1.0.4astsa2.1
asymmetry2.0.4ata1.1.1
atom4R0.3-3atRisk0.1.0
attempt0.3.1attention0.4.0
AUC0.3.2audio0.1-11
autoFRK1.4.3autoimage2.2.3
automap1.1-9autostsm3.1.5
av0.9.0aweek1.0.3
aws2.5-5aws.signature0.6.0
awsMethods1.1-1AzureAppInsights0.3.1
AzureAuth1.3.3AzureCognitive1.0.1
AzureContainers1.3.2AzureCosmosR1.0.0
AzureGraph1.3.4AzureKusto1.1.3
AzureQstor1.0.1AzureRMR2.4.4
AzureStor3.7.0AzureTableStor1.0.0
AzureVision1.0.2AzureVM2.2.2
babelgene22.9babelwhale1.2.0
babette2.3.4BACCO2.1-0
BACCT1.0backports1.5.0
backtest0.3-4bacondecomp0.1.1
baggr0.7.8bain0.2.11
BalancedSampling2.0.6BaM1.0.3
bama1.3.0bamdit3.4.1
bamlss1.2-4BAMMtools2.1.11
bang1.0.4BANOVA1.2.1
BarcodingR1.0-3BART2.9.9
bartCause1.0-8bartcs1.2.2
bartMachine1.3.4.1bartMachineJARs1.2.1
BAS1.7.1basad0.3.0
base642.0.1base64enc0.1-3
base64url1.4baseballr1.6.0
basicMCMCplots0.2.7BASiNET0.0.5
BaSkePro1.1.1BasketballAnalyzeR0.5.0
BASS1.3.1BatchExperiments1.4.3
BatchJobs1.9batchmeans1.0-4
BAwiR1.3.2baycn1.2.0
bayefdr0.2.1bayes4psy1.2.12
bayesAB1.1.3bayesammi0.1.0
bayesanova1.6BayesARIMAX0.1.1
BayesBinMix1.4.1bayesbio1.0.0
bayesboot0.2.2BayesBP1.1
BayesCACE1.2.3BayesCombo1.0
BayesComm0.1-2bayescopulareg0.1.3
bayescount0.9.99-9BayesCR2.1
bayesCT0.99.3BayesCTDesign0.6.1
BayesDA2012.04-1bayesDccGarch3.0.4
bayesdfa1.3.3bayesdistreg0.1.0
bayesDP1.3.6BayesFactor0.9.12-4.7
BayesFM0.1.7bayesforecast1.0.1
bayesGAM0.0.2bayesGARCH2.1.10
BayesGOF5.2BayesGPfit1.1.0
BayesGWQS0.1.1bayesian1.0.1
bayesianETAS1.0.3BayesianFactorZoo0.0.0.2
Bayesiangammareg0.1.0BayesianGLasso0.2.0
BayesianLaterality0.1.2BayesianNetwork0.3.2
BayesianTools0.1.8bayesianVARs0.1.3
bayesImageS0.6-1BayesLCA1.9
bayesLife5.2-0BayesLN0.2.10
BayesLogit2.1bayeslongitudinal0.1.0
bayesm3.1-6BayesMallows2.2.1
BayesMassBal1.1.0bayesmeta3.4
bayesmix0.7-6bayesnec2.1.2.0
bayesplot1.11.1bayesQR2.4
bayesRecon0.3.0bayestestR0.14.0
bayesTFR7.4-2BayesTools0.2.17
BayesTree0.3-1.5BayesVarSel2.2.5
BayesX0.3-3BAYSTAR0.2-10
baytrends2.0.12BB2019.10-1
BBmisc1.13bbmle1.0.25.1
bbotk1.0.1BCBCSF1.0-1
BCC19970.1.1BClustLonG0.1.3
bcpa1.3.2bcrm0.5.4
BDgraph2.72bdrc1.1.0
bdsmatrix1.3-7BE0.2.4
beachmat2.20.0beadarray2.54.0
BeadDataPackR1.56.0beakr0.4.3
bearishTrader1.0.2beastier2.5.1
beautier2.6.12BED1.5.2
beepr2.0beeswarm0.4.0
benchmarkme1.0.8benchmarkmeData1.0.4
BenfordTests1.2.0bentcableAR0.3.1
Bergm5.0.7Bernadette1.1.5
berryFunctions1.22.5Bessel0.6-1
BetaBit2.2betafunctions1.9.0
betapart1.6betareg3.2-0
betategarch3.3BETS0.4.9
bets.covid191.0.0beyondWhittle1.2.1
bezier1.1.2bfast1.6.1
BGLR1.1.2BGVAR2.5.7
bgw0.1.3BH1.84.0-0
BHH22016.05.31BiasCorrector0.2.2
BiasedUrn2.0.12bibtex0.5.1
biclust2.0.3.1bidask2.0.4
bife0.7.2BIFIEsurvey3.6-6
biganalytics1.1.22bigchess1.9.1
bigD0.2.0bigleaf0.8.2
biglm0.9-3bigmemory4.6.4
bigmemory.sri0.1.8bigrquery1.5.1
bigsplines1.1-1bigtime0.2.3
BigVAR1.1.2bimets4.0.2
bindr0.1.1bindrcpp0.2.3
binhf1.0-3binman0.1.3
binom1.1-1.1binr1.1.1
binseqtest1.0.4bio3d2.4-4
Biobase2.64.0BiocFileCache2.12.0
BiocGenerics0.50.0BiocIO1.14.0
BiocManager1.30.23BiocParallel1.38.0
BiocSingular1.20.0BiocVersion3.19.1
BioInsight0.3.1biomaRt2.60.1
biomartr1.0.7biomformat1.32.0
bioseq0.1.4Biostrings2.72.1
biotic0.1.2bipartite2.20
birtr1.0.0BisqueRNA1.0.5
bit4.0.5bit644.0.5
bitops1.0-8biwavelet0.20.21
bizdays1.0.16bkmr0.2.2
blaise1.3.11blastula0.3.5
blavaan0.5-5blink1.1.0
BLModel1.0.2blob1.2.4
blocklength0.1.5blockmatrix1.0
blockrand1.5blocksdesign4.9
blockTools0.6.4blogdown1.19
BLR1.6BLRPM1.0
BMA3.18.17bmgarch2.0.0
BMisc1.4.6bmixture1.7
BMS0.3.5BMTAR0.1.1
bnlearn5.0BNPTSclust2.0
BNSP2.2.3bnstruct1.0.15
boa1.1.8-2boilerpipeR1.3.2
BOIN2.7.2boiwsa1.1.1
bold1.3.0Bolstad0.2-41
Bolstad21.0-29bondAnalyst1.0.1
bookdown0.40Boom0.9.15
BoomSpikeSlab1.2.6bootnet1.6
BootPR1.0bootstrap2019.6
bootUR1.0.4BoSSA3.7
boussinesq1.0.6boxr0.3.6
bpca1.3-6bqtl1.0-36
BradleyTerry21.1-2brainR1.6.0
brandwatchR0.3.0breakfast2.4
brew1.0-10brglm0.7.2
brglm20.9.2bridgesampling1.1-2
BRINDA0.1.5brio1.1.5
brms2.21.0Brobdingnag1.2-9
broman0.84broom1.0.6
broom.helpers1.15.0brotli1.3.0
bsam1.1.3bsamGP1.2.5
BSgenome1.72.0bsicons0.1.2
bslib0.8.0BsMD2023.920
bspec1.6bspmma0.1-2
bssm2.0.2BSSprep0.1
bsts0.9.10bsvars3.1
bsvarSIGNs1.0BTLLasso0.1-13
BTM0.3.7bullishTrader1.0.1
bundesbank0.1-12BurStFin1.3
BurStMisc1.1BVAR1.0.5
bvarsv1.1bvartools0.2.4
bvls1.4C500.1.8
ca0.71.1cabinets0.6.0
cabootcrs2.1.0cachem1.1.0
cacIRT1.4CADFtest0.3-3
caffsim0.2.2Cairo1.6-2
CALANGO1.0.16calculus1.0.1
calibrar0.9.0calibrate1.7.7
CalibrateSSB1.3.0calibrator1.2-8
callr3.7.6cancensus0.5.7
candisc0.9.0CANSIM2R1.14.1
caper1.0.3captr0.3.0
capushe1.1.2car3.1-2
caRamel1.4CARBayes6.1.1
CARBayesdata3.0CARBayesST4.0
carData3.0-5cards0.2.1
caret6.0-94carfima2.0.2
caribou1.1-1carrier0.1.1
cartogram0.3.0Cascade2.1
CascadeData1.4CAST1.0.2
castor1.8.2CatDataAnalysis0.1-5
caTools1.18.2catR3.17
causact0.5.5CausalImpact1.3.0
CAvariants6.0CB21.3.4
cbioportalR1.1.0cbsodataR1.0.1
ccaPP0.3.3cccp0.3-1
cdlTools1.13CDM8.2-6
cds1.0.3CellNOptR1.50.0
cellranger1.1.0censReg0.5-38
censusapi0.8.0CEoptim1.3
CePa0.8.0CeRNASeek2.1.3
cffr1.1.1cfr0.1.1
CFtime1.4.0ChainLadder0.2.19
chandwich1.1.6changepoint2.2.4
changepoint.geo1.0.2changepoint.np1.0.5
checkLuhn1.1.0checkmate2.3.2
checkpoint1.0.2ChemoSpec6.1.10
ChemoSpecUtils1.0.4cherryblossom0.1.0
chess1.0.1chilemapas0.3.0
chk0.9.2choiceDes0.9-3
cholera0.8.0CholWishart1.1.2
choroplethr3.7.3choroplethrMaps1.0.1
chromoMap4.1.1chromote0.2.0
chron2.3-61cifti0.4.5
cinterpolate1.0.1circlize0.4.16
CircSpaceTime0.9.0CircStats0.2-6
circular0.5-0ciTools0.6.1
Ckmeans.1d.dp4.3.5Claddis0.6.3
clarabel0.9.0clarifai0.4.2
classInt0.4-10cleanepi1.0.2
clevr0.1.2cli3.6.3
clifro3.2-5climatol4.1.0
clime0.5.0clinDR2.4.1
clinfun1.1.5clinicalsignificance2.0.0
clinPK0.13.0clinsig1.2
clipr0.8.0clisymbols1.2.0
clmplus1.0.0clock0.7.1
clubSandwich0.5.11clue0.3-65
clusterGeneration1.3.8clustermole1.1.1
clusterProfiler4.12.3clusterSEs2.6.5
clustMixType0.4-2ClustVarLV2.1.1
clv0.3-2.4cmaes1.0-12
cmaesr1.0.3CMLS1.0-1
cmm1.0cmocean0.3-1
cmprsk2.2-12cmrutils1.3.1
CNLTreg0.1-2CNLTtsa0.1-2
cNORM3.1.0CNORode1.46.0
coalescentMCMC0.4-4coarseDataTools0.6-6
cobalt4.5.5cobs1.3-8
coconots1.1.3COCONUT1.0.2
cocor1.1-4cocorresp0.4-4
cocron1.0-1coda0.19-4.1
codebook0.9.2codebookr0.1.8
coin1.4-3cointReg0.2.0
colf0.1.3collapse2.0.15
collapsibleTree0.1.8collections0.3.7
colorr1.0.0colorRamps2.3.4
colorspace2.1-1colourpicker1.3.0
colourvalues0.3.9combinat0.0-8
combinedevents0.1.1CombinS1.1-1
ComICS1.0.4CommonJavaJars1.1-0
commonmark1.9.1compare0.2-6
compas0.1.1complex1.0.0
ComplexHeatmap2.20.0CompQuadForm1.4.3
comprehenr0.6.10conditionz0.1.0
coneproj1.19conf.design2.0.0
config0.3.2confintr1.0.2
conflicted1.2.0conos1.5.2
conquer1.3.3conquestr1.3.4
constrainedKriging0.2-7contactdata1.0.0
contfrac1.1-12convevol2.2.1
convey1.0.0coop0.6-3
cops1.11-3copula1.1-3
copulaData0.0-2copulaedas1.4.3
cordillera1.0-0corHMM2.8
coro1.0.4corona0.3.0
coronavirus0.4.1corpcor1.6.10
corpora0.6corporaexplorer0.8.6
corrgram1.14corrplot0.92
cosa2.1.0CoSMoS2.1.0
costat2.4.1countrycode1.6.0
CovCombR1.0COVID193.0.3
covid19.analytics2.1.3.3covid19br0.1.8
covid19dbcand0.1.1covid19france0.1.0
covid19italy0.3.1covid19sf0.1.2
covid19swiss0.1.0covid19us0.1.9
CovidMutations0.1.3cowplot1.1.3
cp4p0.3.6CPBayes1.1.0
cplm0.7-12cpp110.4.7
CptNonPar0.2.1CRABS1.2.0
crawl2.3.0crayon1.5.3
crch1.1-2credentials2.0.1
credule0.1.4crfsuite0.4.2
cricketdata0.2.3cricketr0.0.26
CRM1.2.4crmPack1.0.6
crossdes1.1-2crosslag0.1.0
Crossover0.1-22crosstalk1.2.1
crs0.15-37crseEventStudy1.2.2
crsmeta0.3.0crul1.5.0
crunch1.30.4crunchy0.3.3
cryptoQuotes1.3.1cSEM0.5.0
CSGo0.6.7cshapes2.0
CSHShydRology1.4.2csodata1.5.0
cstab0.2-2csv0.6.2
ctbi2.0.5ctmcmove1.2.9
ctmm1.2.0ctrdata1.19.1
CTT2.3.3CTTShiny0.1
ctv0.9-5cubature2.1.1
cubble0.3.2cubelyr1.0.2
cubfits0.1-4Cubist0.4.4
cumSeg1.3curl5.2.1
cvar0.5cvAUC1.1.4
CVST0.2-3CVXR1.0-14
D3mirt2.0.4d3Network0.5.2.1
DAAG1.25.6dae3.2.28
daewr1.2-11dagitty0.3-4
DAKS2.1-3DALEX2.4.3
DAMOCLES2.3data.table1.15.4
data.tree1.1.0DatabaseConnector6.3.2
DataExplorer0.8.3dataone2.2.2
datapack1.4.1datapasta3.1.0
dataRetrieval2.7.16datarobot2.18.6
dataseries0.2.0dataverse0.3.14
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dateback1.0.5datetimeoffset0.3.1
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SLBDD0.0.4slcm0.1.0
sleekts1.0.2sleeperapi1.1.1
Sleuth22.0-7Sleuth31.0-6
slfm1.0.2SLHD2.1-1
slider0.3.1slippymath0.3.1
sm2.2-6.0smacof2.1-6
smacofx1.5-3smacpod2.6
SmallCountRounding1.0.3smam0.7.2
SmCCNet2.0.3SMDIC0.1.5
smerc1.8.3smoof1.6.0.3
smooth4.0.2smoothr1.0.1
smoots1.1.4smovie1.1.6
SMPracticals1.4-3.1sms2.3.1
SMVar1.3.4sn2.1.1
sna2.7-2snakecase0.11.1
snow0.4-4SnowballC0.7.1
snowfall1.84-6.3snpStats1.54.0
snvecR3.9.4SOAs1.4
soc.ca0.8.0socceR0.1.1
socialmixr0.3.2sodium1.3.1
sofa0.4.0SoilHyP0.1.7
soilhypfit0.1-7soilwater1.0.5
solaR0.46solartime0.0.2
solrium1.2.0solvebio2.15.0
soma1.2.0sonicLength1.4.7
sorvi0.8.21SoupX1.6.2
sourcetools0.1.7-1sp2.1-4
sp23design0.9-1spacefillr0.3.3
spacetime1.3-1spam2.10-0
spaMM4.5.0spant2.22.0
sparklyr1.8.6sparktex0.1
sparr2.3-15SparseArray1.4.8
sparseDFM1.0sparseinv0.1.3
SparseM1.84-2sparseMatrixStats1.16.0
sparseMVN0.2.2sparsevar0.1.0
spatgraphs3.4spatialCovariance0.6-9
SpatialEpi1.2.8SpatialExperiment1.14.0
SpatialExtremes2.1-0SpatialPosition2.1.2
spatialprobit1.0.4spatialreg1.3-4
spatialsample0.5.1SpatialTools1.0.5
spatialwidget0.2.5spatstat3.1-1
spatstat.data3.1-2spatstat.explore3.3-1
spatstat.geom3.3-2spatstat.linnet3.2-1
spatstat.model3.3-1spatstat.random3.3-1
spatstat.sparse3.1-0spatstat.univar3.0-0
spatstat.utils3.0-5spBayes0.4-7
spBayesSurv1.1.8Spbsampling1.3.5
spd2.0-1spData2.3.1
spdep1.3-5spec0.1.9
spectral2.0speff2trial1.0.5
SPEI1.8.1spelling2.3.0
sperrorest3.0.5sphet2.0
spiderbar0.2.5spikeslab1.1.6
spikeSlabGAM1.1-19spINAR0.2.0
spind2.2.1splancs2.01-45
SPLICE1.1.2splines20.5.3
splitstackshape1.4.8splm1.6-5
spls2.2-3splus2R1.3-5
spmodel0.7.0spmoran0.2.3
SportsTour0.1.0sportyR2.2.2
sps0.5.4spselect0.0.1
spsur1.0.2.5spsurvey5.5.1
spTimer3.3.2sptotal1.0.1
sqldf0.4-11SqlRender1.18.0
SQRL1.0.2SQUAREM2021.1
srvyr1.2.0ssanv1.1
SSBtools1.5.2ssfa1.2.2
ssgraph1.15ssize.fdr1.3
ssizeRNA1.3.2ssMousetrack1.1.6
ssmrob1.0SSN20.2.0
sstvars1.0.1stable1.1.6
stabledist0.7-1stabs0.6-4
staggered1.1stampr0.3.1
StanHeaders2.32.10StanMoMo1.2.0
stargazer5.2.3starma1.3
stars0.6-6starter0.1.15
STARTS1.3-8startupmsg0.9.6.1
statcanR0.2.6statcodelists0.9.2
statcomp0.1.0statebins1.4.0
statespacer0.5.0stationaRy0.5.1
statip0.2.3StatMatch1.4.2
statmod1.5.0statnet.common4.9.0
StatRank0.0.6statVisual1.2.1
steadyICA1.0SteinIV0.1-1
STFTS0.1.0stinepack1.5
stlplus0.5.1stm1.3.7
StMoMo0.4.1stochQN0.1.2-1
stochvol3.2.4stockAnalyst1.0.1
stops1.6-2stopwords2.3
storr1.2.5stplanr1.2.1
stR0.7strand0.2.0
strap1.6-1stratification2.2-7
streamDepletr0.2.0streamR0.4.5
stringdist0.9.12stringfish0.16.0
stringi1.8.4stringmagic1.1.2
stringr1.5.1strucchange1.5-3
strucchangeRcpp1.5-3-1.0.4StructuralDecompose0.1.1
styler1.10.3subplex1.9
subscore3.3sufficientForecasting0.1.0
sugrrants0.2.9SummarizedExperiment1.34.0
SUMMER1.4.0suntools1.0.0
supclust1.1-1SuperLearner2.0-29
superml0.5.7superpc1.12
SuppDists1.1-9.7support.CEs0.7-0
surface0.5SurrogateRegression0.6.0.1
suRtex0.9survcomp1.54.0
surveillance1.23.0survey4.4-2
surveybootstrap0.0.3surveydata0.2.7
surveyplanning4.0surveysd1.3.1
survival6660.5survivalROC1.0.3.1
survminer0.4.9survMisc0.5.6
survPresmooth1.1-11sva3.52.0
svars1.3.11svd0.5.5
svDialogs1.1.0SVDNF0.1.8
svglite2.1.3svGUI1.0.1
svrep0.6.4svs3.1.1
svUnit1.0.6swagger5.17.14.1
sweep0.2.5swephR0.3.1
SwimmeR0.14.2swirl2.4.5
swirlify0.5.3switchr0.14.8
SWTools1.0.3sylly0.1-6
sym.arma1.0symengine0.2.6
symmoments1.2.1synchronicity1.3.10
SYNCSA1.3.4Synth1.1-8
synthACS1.7.1synthesis1.2.5
SynthETIC1.1.0synthpop1.8-0
sys3.4.2sysfonts0.8.9
systemfit1.1-30systemfonts1.1.0
table11.4.3tables0.9.28
tabnet0.6.0tabuSearch1.1.1
TAF4.2.0tagcloud0.6
TailRank3.2.2TAM4.2-21
tanaka0.4.0TAQMNGR2018.5-1
targets1.7.1tau0.0-25
taxize0.9.100tbea1.5.0
TBRDist1.0.2tbrf0.1.5
TCA1.2.1TCGAbiolinks2.32.0
TCGAbiolinksGUI.data1.24.0TCGAretriever1.9.1
TcGSA0.12.10tcltk21.2-11
Tcomp1.0.1tdigest0.4.2
TeachingDemos2.13teamcolors0.0.4
telegram.bot3.0.0tempdisagg1.1.1
tensor1.5tensorA0.36.2.1
tensorflow2.16.0tensorMiss1.1.1
TensorPreAve1.1.0tensorTS1.0.2
TEQR6.0-0tergm4.2.0
Ternary2.3.2terra1.7-78
terrainr0.7.5TESS2.1.2
tesseract5.2.1testcorr0.2.0
TestDataImputation2.3TestDesign1.6.1
tester0.2.0TestFunctions0.2.1
testit0.13TestScorer1.7.2
testthat3.2.1.1TexExamRandomizer1.2.7
texreg1.39.4text2vec0.6.4
textcat1.0-8textir2.0-5
textplot0.2.2textrank0.3.1
textreuse0.1.5textshaping0.4.0
textTinyR1.1.8textutils0.4-1
tfarima0.3.2tfautograph0.3.2
tfdatasets2.17.0tfhub0.8.1
tfio0.4.1TFisher0.2.0
tframe2015.12-1.1tfruns1.5.3
tgp2.4-22TGS1.0.1
TH.data1.1-2theft0.6.1
thief0.3ThreeGroups0.21
threejs0.3.3ThreeWay1.1.3
thurstonianIRT0.12.5tibble3.2.1
tibbletime0.1.8tictoc1.2.1
Tides2.1tidyBdE0.3.6
tidycensus1.6.5tidyestimate1.1.1
tidygraph1.3.1tidyhydat0.6.1
tidyLPA1.1.0tidymodels1.2.0
tidyquant1.0.7tidyr1.3.1
tidyREDCap1.1.1tidyRSS2.0.7
tidyselect1.2.1tidySEM0.2.7
tidysynth0.2.0tidyterra0.6.1
tidytext0.4.2tidytree0.4.6
tidyverse2.0.0tidyvpc1.5.1
tiff0.1-12tigris2.1
tikzDevice0.12.6timechange0.3.0
timeDate4032.109timeless0.2.3
timeSeries4032.109timeseriesdb1.0.0-1.1.2
timetk2.9.0timsac1.3.8-4
tinyarray2.4.2tinyProject0.6.1
tinytable0.3.0tinytex0.52
tis1.39tkrplot0.0-27
tkWidgets1.82.0TLMoments0.7.5.3
tm0.7-14tm.plugin.alceste1.1.1
tm.plugin.dc0.2-10tm.plugin.europresse1.4
tm.plugin.factiva1.8tm.plugin.lexisnexis1.4.1
tm.plugin.mail0.3-0tmap3.3-4
tmaptools3.1-1TMB1.9.14
Tmisc1.0.1tmod0.50.13
tmvnsim1.0-2tmvtnorm1.6
tnet3.0.16tokenizers0.3.0
tokenizers.bpe0.1.3topicdoc0.1.1
topicmodels0.2-17topicmodels.etm0.1.0
topmodel0.7.5topologyGSA1.5.0
toprdata1.0.2torch0.13.0
torchaudio0.3.1.9000torchdatasets0.3.1
torchvision0.6.0tpr0.3-3
tracerer2.2.3trackdem0.7.2
trackdf0.3.3trackdown1.1.1
trackeR1.6.0trackeRapp1.2
TrackReconstruction1.3tractor.base3.4.2
traipse0.3.0trajectories0.2-8
TrajectoryUtils1.12.0trajr1.5.1
transformr0.1.5transfR1.0.11
TransPhylo1.4.5trapezoid2.0-2
traudem1.0.3tree1.0-43
treebalance1.2.0treebase0.1.5
TreeBUGS1.5.0treedater0.5.0
TreeDist2.8.0treefit1.0.2
treeio1.28.0treemap2.4-4
TreeSearch1.5.1TreeSim2.4
treespace1.1.4.3TreeTools1.12.0
trend1.1.6trendeval0.1.0
trending0.1.0TrialSize1.4
triangle1.0triebeard0.4.1
trimcluster0.1-5trip1.10.0
tripack1.3-9.1tripEstimation0.0-46
TripleR1.5.4TruncatedNormal2.3
truncdist1.0-2truncnorm1.0-9
truncreg0.2-5trust0.1-8
trustOptim0.8.7.3tryCatchLog1.3.1
TSA1.3.1TSANN0.1.0
tsbox0.4.1tsBSS1.0.0
TSCAN1.42.0TSclust1.3.1
tscount1.4.3tsdataleaks2.1.1
tsdb1.1-0tsdecomp0.2
TSdeeplearning0.1.0tsdisagg20.1.0
TSdisaggregation2.0.0TSdist3.7.1
tsdistributions1.0.1tsDyn11.0.4.1
TSEAL0.1.3TSEntropies0.9
tseries0.10-57tseriesChaos0.1-13.1
tseriesEntropy0.7-2tseriesTARMA0.3-4
tsfeatures1.1.1tsfknn0.6.0
tsgarch1.0.2tsibble1.1.5
tsibbledata0.4.1tsibbletalk0.1.0
tsintermittent1.10tsiR0.4.3
TSLSTM0.1.0TSLSTMplus1.0.4
tsmethods1.0.1tsModel0.6-2
tsne0.1-3.1tsnet0.1.0
tsoutliers0.6-10TSP1.2-4
tsPI1.0.4TSrepr1.1.0
tsrobprep0.3.2tssim0.1.7
TSstudio0.1.7tstests1.0.0
TSTutorial1.2.7tsutils0.9.4
tswge2.1.0tth4.16-0
TTR0.24.4tufterhandout1.2.1
tune1.2.1TUWmodel1.1-1
tvm0.5.2twdtw1.0-1
tweedie2.3.5tweenr2.0.3
twosamples2.0.1TxDb.Hsapiens.UCSC.hg19.knownGene3.2.2
TxDb.Hsapiens.UCSC.hg38.knownGene3.18.0tximport1.32.0
txtq0.2.4tzdb0.4.0
uaparserjs0.3.5ubiquity2.0.3
ucminf1.2.2UComp5.0.4
UCSC.utils1.0.0udpipe0.8.11
ufRisk1.0.7ugatsdb0.2.3
uGMAR3.5.0umap0.2.10.0
uncmbb0.2.2unglue0.1.0
UnifiedDoseFinding0.1.10unifir0.2.4
units0.8-5univOutl0.4
unrepx1.0-2unrtf1.4.5
UpSetR1.4.0uptasticsearch0.4.0
urca1.3-4urlchecker1.0.1
urlshorteneR1.5.7urltools1.7.3
uroot2.1-3usdata0.3.1
usethis3.0.0usmap0.7.1
usmapdata0.3.0utf81.2.4
utility1.4.6uuid1.2-1
uwot0.2.2V84.4.2
VALERIE1.1.0validate1.1.5
validatetools0.5.2valr0.8.1
VAM1.1.0vapour0.10.0
VAR.etp1.1varbvs2.6-10
VARDetect0.1.8vardiag0.2-1
vardpoor0.20.1VaRES1.0.2
vars1.6-1VARshrink0.3.1
varycoef0.3.4VCA1.5.1
vcd1.4-12vcdExtra0.8-5
vcr1.6.0vctrs0.6.5
vdg1.2.3VedicDateTime0.1.9
vegan2.6-6.1vegawidget0.5.0
vegperiod0.4.0VennDiagram1.7.3
venneuler1.1-4VGAM1.1-11
VGAMdata1.1-9vglmer1.0.3
vhica0.2.8VIC50.2.6
VIM6.2.2VineCopula2.5.0
vines1.1.5vip0.4.1
viridis0.6.5viridisLite0.4.2
visNetwork2.1.2visualize4.5.0
vkR0.2volatilityTrader1.0.1
volcano3D2.0.9volleystat0.2.0
vpc1.2.2vroom1.6.5
vrtest1.2vsn3.72.0
W3CMarkupValidator0.1-7waiter0.2.5
waldo0.5.2warp0.2.1
washdata0.1.4WASP1.4.4
waterData1.0.8waterquality1.0.0
WaveletComp1.1wavelets0.3-0.2
waveslim1.8.5wavethresh4.7.2
wavScalogram1.1.3waywiser0.6.0
wbstats1.0.4wCorr1.9.8
WDI2.7.8wdm0.2.4
wdman0.2.6weatherOz1.0.0
WebAnalytics0.9.12webchem1.3.0
webdriver1.0.6WebGestaltR0.4.6
webmockr1.0.0webreadr0.4.0
webshot0.5.5webshot20.1.1
websocket1.4.2webutils1.2.0
wehoop2.1.0WeightedPortTest1.1
WeightIt1.2.0weights1.0.4
welo0.1.4WeMix4.0.3
WGCNA1.72-5WH1.1.1
whisker0.4.1whitebox2.4.0
whitening1.4.0whoami1.3.0
widgetframe0.3.1widgetTools1.82.0
WikidataQueryServiceR1.0.0WikidataR2.3.3
WikipediR1.7.1wikitaxa0.4.0
wildlifeDI1.0.0wilson2.4.2
windex2.0.8wINEQ1.2.0
withr3.0.1wk0.9.2
wktmo1.0.5wkutils0.1.3
wnl0.8.1wooldridge1.4-3
worcs0.1.14word2vec0.4.0
wordcloud2.6wordnet0.1-17
workflowr1.7.1workflows1.1.4
workflowsets1.1.0worldfootballR0.6.2
worldmet0.9.8worrms0.4.3
wpp20171.2-3wpp20191.1-1
wql1.0.1WrightMap1.3
writexl1.5.0WriteXLS6.7.0
wrMisc1.15.1wrProteo1.12.0
WRSS3.1wrswoR1.1.1
WRTDStidal1.1.4WufooR1.0.1
x121.10.3x13binary1.1.61
xaringan0.30XBRL0.99.19.1
xfun0.46xgboost1.7.8.1
xgxr1.1.2XLConnect1.0.10
xlsx0.6.5xlsxjars0.6.1
XML3.99-0.17xml21.3.6
XML2R0.0.8xmlrpc21.1
xopen1.0.1xplain0.2.2
xpose0.4.18xpose.nlmixr20.4.0
xpose44.7.3xslt1.4.5
xtable1.8-4xts0.14.0
XVector0.44.0xxIRT2.1.2
yaImpute1.0-34yaml2.3.10
yardstick1.3.1yesno0.1.3
yhatr0.15.1yorkr0.0.42
ypssc1.1.0yuima1.15.27
yulab.utils0.1.5zeallot0.1.0
zen4R0.10zic0.9.1
ZIM1.1.0ZINARp0.1.0
zip2.3.1zipfR0.6-70
zlib1.0.3zlibbioc1.50.0
zoo1.8-12ZRA0.2
ztable0.2.3zTree1.0.7
zyp0.11-1

RStudio Server

R: 4.4.1

rstudio-server: 2024.04.2-764

Release Notes

Upgraded the operating system from Ubuntu 20.04 to Ubuntu 22.04, and all R packages to their latest versions.

This AMI provides thousands of R packages covering various domains such as data science, machine learning, economitrics, database, finance, official statistics, survey statistics, Bayesian statistics, clinical trials, epidemiology, experimental design, psychometric methodology, analysis of pharmacokinetic data, medical image processing, teaching statistics, time series analysis, analysis of spatial and spatiotemporal data, reproducible research, phylogenetics, web technologies, hydrology, sports analytics, natural language processing, actuarial science, optimization, genomics, proteomics, metabolomics, transcriptomics, and other omics.

R packages (4293)

packageversionpackageversion
abc2.2.1abc.data1.1
ABCoptim0.15.0abcrf1.9
abglasso0.1.1abind1.4-5
abtest1.0.1accrualPlot1.0.7
acebayes1.10acepack1.4.2
ACNE0.9.1acp2.1
acs2.1.4ACSWR1.0
ActivePathways2.0.5actuar3.3-4
actuaRE0.1.5ActuarialM0.1.0
actuaryr1.1.1actxps1.5.0
ada2.0-5adagio0.9.2
adaptivetau2.3-1adaptMCMC1.5
adaptr1.4.0ADAPTS1.0.22
adaptsmoFMRI1.2adaptTest1.2
additivityTests1.1-4.2ade41.7-22
ade4TkGUI0.3-1adegenet2.1.10
adegraphics1.0-21adehabitatHR0.4.21
adehabitatHS0.3.17adehabitatLT0.3.27
adehabitatMA0.3.16adephylo1.1-16
adespatial0.3-23ADGofTest0.3
adimpro0.9.7adiv2.2.1
adjclust0.6.9adlift1.4-5
admisc0.35AdMit2.1.9
ads1.5-10AdvancedBasketballStats1.0.1
AER1.2-12affy1.82.0
affyio1.74.0africamonitor0.2.4
agricolae1.3-7agricolaeplotr0.5.0
agridat1.23agriwater1.0.2
agvgd0.1.2AhoCorasickTrie0.1.2
aion1.0.4airGR1.7.6
airGRdatasets0.2.1airGRdatassim0.1.3
airGRiwrm0.6.2airGRteaching0.3.3
airports0.1.0airr1.5.0
ajv1.0.0akima0.6-3.4
alabama2023.1.0alakazam1.3.0
aLFQ1.3.6AlgDesign1.2.1
aliases2entrez0.1.2almanac1.0.0
alpaca0.3.4alphavantager0.1.3
altair4.2.3ALTopt0.1.2
Amelia1.8.2ammiBayes1.0-2
ampir1.1.0AMR2.1.1
anabel3.0.1AnaCoDa0.1.4.4
anacor1.1-4analogsea1.0.7.2
analogue0.17-6anesrake0.80
animation2.7anipaths0.10.3
anMC0.2.5annotate1.82.0
AnnotationBustR1.3.0AnnotationDbi1.66.0
AnnuityRIR1.0-0Anthropometry1.19
anytime0.3.9ao1.1.0
aod1.3.3aoos0.5.0
AovBay0.1.0apc2.0.0
apcluster1.4.13ape5.8
apex1.0.6APFr1.0.2
aphid1.3.5aphylo0.3-3
apisensr1.0.0aplot0.2.3
apollo0.3.3approximator1.2-8
apsimx2.7.7ARCensReg3.0.1
arcgislayers0.3.0arcgisutils0.3.0
archetypes2.2-0.1archive1.1.8
archivist2.3.6arcpbf0.1.4
ArDec2.1-1ARDL0.2.4
ardl.nardl1.3.0areal0.1.8
arfima1.8-1argo3.0.2
argparse2.2.3arima23.1.0
arkhe1.7.0arm1.14-4
aroma.affymetrix3.2.2aroma.apd0.7.0
aroma.cn1.7.1aroma.core3.3.1
aroma.light3.34.0arpr0.1.2
arrangements1.1.9arrow16.1.0
ars0.7arsenal3.6.3
aRxiv0.10ascii2.6
asd2.2ash1.0-15
ashr2.2-63AsioHeaders1.22.1-2
askpass1.2.0aspect1.0-6
ASSA2.0assertthat0.2.1
AssetCorr1.0.4astsa2.1
asymmetry2.0.4ata1.1.1
atom4R0.3-3atRisk0.1.0
attempt0.3.1attention0.4.0
AUC0.3.2audio0.1-11
autoFRK1.4.3autoimage2.2.3
automap1.1-9autostsm3.1.5
av0.9.0aweek1.0.3
aws2.5-5aws.signature0.6.0
awsMethods1.1-1AzureAppInsights0.3.1
AzureAuth1.3.3AzureCognitive1.0.1
AzureContainers1.3.2AzureCosmosR1.0.0
AzureGraph1.3.4AzureKusto1.1.3
AzureQstor1.0.1AzureRMR2.4.4
AzureStor3.7.0AzureTableStor1.0.0
AzureVision1.0.2AzureVM2.2.2
babelgene22.9babelwhale1.2.0
babette2.3.4BACCO2.1-0
BACCT1.0backports1.5.0
backtest0.3-4bacondecomp0.1.1
baggr0.7.8bain0.2.11
BalancedSampling2.0.6BaM1.0.3
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tm.plugin.dc0.2-10tm.plugin.europresse1.4
tm.plugin.factiva1.8tm.plugin.lexisnexis1.4.1
tm.plugin.mail0.3-0tmap3.3-4
tmaptools3.1-1TMB1.9.14
Tmisc1.0.1tmod0.50.13
tmvnsim1.0-2tmvtnorm1.6
tnet3.0.16tokenizers0.3.0
tokenizers.bpe0.1.3topicdoc0.1.1
topicmodels0.2-17topicmodels.etm0.1.0
topmodel0.7.5topologyGSA1.5.0
toprdata1.0.2torch0.13.0
torchaudio0.3.1.9000torchdatasets0.3.1
torchvision0.6.0tpr0.3-3
tracerer2.2.3trackdem0.7.2
trackdf0.3.3trackdown1.1.1
trackeR1.6.0trackeRapp1.2
TrackReconstruction1.3tractor.base3.4.2
traipse0.3.0trajectories0.2-8
TrajectoryUtils1.12.0trajr1.5.1
transformr0.1.5transfR1.0.11
TransPhylo1.4.5trapezoid2.0-2
traudem1.0.3tree1.0-43
treebalance1.2.0treebase0.1.5
TreeBUGS1.5.0treedater0.5.0
TreeDist2.8.0treefit1.0.2
treeio1.28.0treemap2.4-4
TreeSearch1.5.1TreeSim2.4
treespace1.1.4.3TreeTools1.12.0
trend1.1.6trendeval0.1.0
trending0.1.0TrialSize1.4
triangle1.0triebeard0.4.1
trimcluster0.1-5trip1.10.0
tripack1.3-9.1tripEstimation0.0-46
TripleR1.5.4TruncatedNormal2.3
truncdist1.0-2truncnorm1.0-9
truncreg0.2-5trust0.1-8
trustOptim0.8.7.3tryCatchLog1.3.1
TSA1.3.1TSANN0.1.0
tsbox0.4.1tsBSS1.0.0
TSCAN1.42.0TSclust1.3.1
tscount1.4.3tsdataleaks2.1.1
tsdb1.1-0tsdecomp0.2
TSdeeplearning0.1.0tsdisagg20.1.0
TSdisaggregation2.0.0TSdist3.7.1
tsdistributions1.0.1tsDyn11.0.4.1
TSEAL0.1.3TSEntropies0.9
tseries0.10-57tseriesChaos0.1-13.1
tseriesEntropy0.7-2tseriesTARMA0.3-4
tsfeatures1.1.1tsfknn0.6.0
tsgarch1.0.2tsibble1.1.5
tsibbledata0.4.1tsibbletalk0.1.0
tsintermittent1.10tsiR0.4.3
TSLSTM0.1.0TSLSTMplus1.0.4
tsmethods1.0.1tsModel0.6-2
tsne0.1-3.1tsnet0.1.0
tsoutliers0.6-10TSP1.2-4
tsPI1.0.4TSrepr1.1.0
tsrobprep0.3.2tssim0.1.7
TSstudio0.1.7tstests1.0.0
TSTutorial1.2.7tsutils0.9.4
tswge2.1.0tth4.16-0
TTR0.24.4tufterhandout1.2.1
tune1.2.1TUWmodel1.1-1
tvm0.5.2twdtw1.0-1
tweedie2.3.5tweenr2.0.3
twosamples2.0.1TxDb.Hsapiens.UCSC.hg19.knownGene3.2.2
TxDb.Hsapiens.UCSC.hg38.knownGene3.18.0tximport1.32.0
txtq0.2.4tzdb0.4.0
uaparserjs0.3.5ubiquity2.0.3
ucminf1.2.2UComp5.0.4
UCSC.utils1.0.0udpipe0.8.11
ufRisk1.0.7ugatsdb0.2.3
uGMAR3.5.0umap0.2.10.0
uncmbb0.2.2unglue0.1.0
UnifiedDoseFinding0.1.10unifir0.2.4
units0.8-5univOutl0.4
unrepx1.0-2unrtf1.4.5
UpSetR1.4.0uptasticsearch0.4.0
urca1.3-4urlchecker1.0.1
urlshorteneR1.5.7urltools1.7.3
uroot2.1-3usdata0.3.1
usethis3.0.0usmap0.7.1
usmapdata0.3.0utf81.2.4
utility1.4.6uuid1.2-1
uwot0.2.2V84.4.2
VALERIE1.1.0validate1.1.5
validatetools0.5.2valr0.8.1
VAM1.1.0vapour0.10.0
VAR.etp1.1varbvs2.6-10
VARDetect0.1.8vardiag0.2-1
vardpoor0.20.1VaRES1.0.2
vars1.6-1VARshrink0.3.1
varycoef0.3.4VCA1.5.1
vcd1.4-12vcdExtra0.8-5
vcr1.6.0vctrs0.6.5
vdg1.2.3VedicDateTime0.1.9
vegan2.6-6.1vegawidget0.5.0
vegperiod0.4.0VennDiagram1.7.3
venneuler1.1-4VGAM1.1-11
VGAMdata1.1-9vglmer1.0.3
vhica0.2.8VIC50.2.6
VIM6.2.2VineCopula2.5.0
vines1.1.5vip0.4.1
viridis0.6.5viridisLite0.4.2
visNetwork2.1.2visualize4.5.0
vkR0.2volatilityTrader1.0.1
volcano3D2.0.9volleystat0.2.0
vpc1.2.2vroom1.6.5
vrtest1.2vsn3.72.0
W3CMarkupValidator0.1-7waiter0.2.5
waldo0.5.2warp0.2.1
washdata0.1.4WASP1.4.4
waterData1.0.8waterquality1.0.0
WaveletComp1.1wavelets0.3-0.2
waveslim1.8.5wavethresh4.7.2
wavScalogram1.1.3waywiser0.6.0
wbstats1.0.4wCorr1.9.8
WDI2.7.8wdm0.2.4
wdman0.2.6weatherOz1.0.0
WebAnalytics0.9.12webchem1.3.0
webdriver1.0.6WebGestaltR0.4.6
webmockr1.0.0webreadr0.4.0
webshot0.5.5webshot20.1.1
websocket1.4.2webutils1.2.0
wehoop2.1.0WeightedPortTest1.1
WeightIt1.2.0weights1.0.4
welo0.1.4WeMix4.0.3
WGCNA1.72-5WH1.1.1
whisker0.4.1whitebox2.4.0
whitening1.4.0whoami1.3.0
widgetframe0.3.1widgetTools1.82.0
WikidataQueryServiceR1.0.0WikidataR2.3.3
WikipediR1.7.1wikitaxa0.4.0
wildlifeDI1.0.0wilson2.4.2
windex2.0.8wINEQ1.2.0
withr3.0.1wk0.9.2
wktmo1.0.5wkutils0.1.3
wnl0.8.1wooldridge1.4-3
worcs0.1.14word2vec0.4.0
wordcloud2.6wordnet0.1-17
workflowr1.7.1workflows1.1.4
workflowsets1.1.0worldfootballR0.6.2
worldmet0.9.8worrms0.4.3
wpp20171.2-3wpp20191.1-1
wql1.0.1WrightMap1.3
writexl1.5.0WriteXLS6.7.0
wrMisc1.15.1wrProteo1.12.0
WRSS3.1wrswoR1.1.1
WRTDStidal1.1.4WufooR1.0.1
x121.10.3x13binary1.1.61
xaringan0.30XBRL0.99.19.1
xfun0.46xgboost1.7.8.1
xgxr1.1.2XLConnect1.0.10
xlsx0.6.5xlsxjars0.6.1
XML3.99-0.17xml21.3.6
XML2R0.0.8xmlrpc21.1
xopen1.0.1xplain0.2.2
xpose0.4.18xpose.nlmixr20.4.0
xpose44.7.3xslt1.4.5
xtable1.8-4xts0.14.0
XVector0.44.0xxIRT2.1.2
yaImpute1.0-34yaml2.3.10
yardstick1.3.1yesno0.1.3
yhatr0.15.1yorkr0.0.42
ypssc1.1.0yuima1.15.27
yulab.utils0.1.5zeallot0.1.0
zen4R0.10zic0.9.1
ZIM1.1.0ZINARp0.1.0
zip2.3.1zipfR0.6-70
zlib1.0.3zlibbioc1.50.0
zoo1.8-12ZRA0.2
ztable0.2.3zTree1.0.7
zyp0.11-1

RStudio Server

R: 4.4.1

rstudio-server: 2024.04.2-764

Release Notes

Upgraded R to version 4.4.1, rstudio-server to version 2024.04.2-764, and all R packages to their latest versions; removed GPU support that will be integrated into a separate AMI product.

This AMI provides thousands of R packages covering various domains such as data science, machine learning, economitrics, database, finance, official statistics, survey statistics, Bayesian statistics, clinical trials, epidemiology, experimental design, psychometric methodology, analysis of pharmacokinetic data, medical image processing, teaching statistics, time series analysis, analysis of spatial and spatiotemporal data, reproducible research, phylogenetics, web technologies, hydrology, sports analytics, natural language processing, actuarial science, optimization, genomics, proteomics, metabolomics, transcriptomics, and other omics.

R packages (4410)

packageversionpackageversion
abc2.2.1abc.data1.1
ABCoptim0.15.0abcrf1.9
abglasso0.1.1abind1.4-5
abtest1.0.1accrualPlot1.0.7
acebayes1.10acepack1.4.2
ACNE0.9.1acp2.1
acs2.1.4ACSWR1.0
ActivePathways2.0.4actuar3.3-4
actuaRE0.1.5ActuarialM0.1.0
actuaryr1.1.1actxps1.5.0
ada2.0-5adagio0.9.2
adaptivetau2.3-1adaptMCMC1.5
adaptr1.4.0ADAPTS1.0.22
adaptsmoFMRI1.2adaptTest1.2
additivityTests1.1-4.2ade41.7-22
ade4TkGUI0.3-1adegenet2.1.10
adegraphics1.0-21adehabitatHR0.4.21
adehabitatHS0.3.17adehabitatLT0.3.27
adehabitatMA0.3.16adephylo1.1-16
adespatial0.3-23ADGofTest0.3
adimpro0.9.6adiv2.2.1
adjclust0.6.9adlift1.4-5
admisc0.35AdMit2.1.9
ads1.5-10AdvancedBasketballStats1.0.1
AER1.2-12affy1.82.0
affyio1.74.0africamonitor0.2.4
agricolae1.3-7agricolaeplotr0.5.0
agridat1.23agriwater1.0.2
agvgd0.1.2AhoCorasickTrie0.1.2
aion1.0.2airGR1.7.6
airGRdatasets0.2.1airGRdatassim0.1.3
airGRiwrm0.6.2airGRteaching0.3.2
airports0.1.0airr1.5.0
ajv1.0.0akima0.6-3.4
alabama2023.1.0alakazam1.3.0
aLFQ1.3.6AlgDesign1.2.1
aliases2entrez0.1.2almanac1.0.0
alpaca0.3.4alphavantager0.1.3
altair4.2.3ALTopt0.1.2
Amelia1.8.2AmericanCallOpt0.95
ammiBayes1.0-2ampir1.1.0
AMR2.1.1anabel3.0.1
AnaCoDa0.1.4.4anacor1.1-4
analogsea1.0.7.2analogue0.17-6
anesrake0.80animation2.7
anipaths0.10.3anMC0.2.5
annotate1.82.0AnnotationBustR1.3.0
AnnotationDbi1.66.0AnnuityRIR1.0-0
Anthropometry1.19anytime0.3.9
ao1.0.0aod1.3.3
aoos0.5.0AovBay0.1.0
apc2.0.0apcluster1.4.13
ape5.8apex1.0.6
APFr1.0.2aphid1.3.5
aphylo0.3-3apisensr1.0.0
aplot0.2.3apollo0.3.3
approximator1.2-8apt3.0
ARCensReg3.0.1arcgislayers0.2.0
arcgisutils0.3.0ArchaeoChron0.1
ArchaeoPhases2.0archetypes2.2-0.1
archivist2.3.6ArDec2.1-1
ARDL0.2.4ardl.nardl1.3.0
areal0.1.8arfima1.8-1
argo3.0.2argparse2.2.3
arima23.1.0arkhe1.6.0
arm1.14-4aroma.affymetrix3.2.2
aroma.apd0.7.0aroma.cn1.7.1
aroma.core3.3.1aroma.light3.34.0
arpr0.1.2arrangements1.1.9
arrow16.1.0ars0.7
arsenal3.6.3aRxiv0.10
ascii2.6asd2.2
ash1.0-15ashr2.2-63
AsioHeaders1.22.1-2askpass1.2.0
aspect1.0-6ASSA2.0
assertive.base0.0-9assertive.files0.0-2
assertive.numbers0.0-2assertthat0.2.1
AssetCorr1.0.4astrochron1.3
astsa2.1asymmetry2.0.4
ata1.1.1atom4R0.3-3
atRisk0.1.0aTSA3.1.2.1
attempt0.3.1attention0.4.0
AUC0.3.2audio0.1-11
autoFRK1.4.3autoimage2.2.3
automap1.1-9autostsm3.1.5
av0.9.0aweek1.0.3
aws2.5-5aws.signature0.6.0
awsMethods1.1-1AzureAppInsights0.3.1
AzureAuth1.3.3AzureCognitive1.0.1
AzureContainers1.3.2AzureCosmosR1.0.0
AzureGraph1.3.4AzureKusto1.1.3
AzureQstor1.0.1AzureRMR2.4.4
AzureStor3.7.0AzureTableStor1.0.0
AzureVision1.0.2AzureVM2.2.2
babelgene22.9babelwhale1.2.0
babette2.3.4BACCO2.1-0
BACCT1.0backports1.5.0
backtest0.3-4bacondecomp0.1.1
baggr0.7.8bain0.2.11
BalancedSampling2.0.6BaM1.0.3
bama1.3.0bamdit3.4.0
bamlss1.2-4BAMMtools2.1.11
bang1.0.3BANOVA1.2.1
BarcodingR1.0-3BART2.9.9
bartBMA1.0bartCause1.0-8
bartcs1.2.2bartMachine1.3.4.1
bartMachineJARs1.2.1BAS1.7.1
basad0.3.0base642.0.1
base64enc0.1-3base64url1.4
baseballDBR0.1.2baseballr1.6.0
basicMCMCplots0.2.7BASiNET0.0.5
BaSkePro1.1.1BasketballAnalyzeR0.5.0
BASS1.3.1BatchExperiments1.4.3
BatchJobs1.9batchmeans1.0-4
BAwiR1.3.2baycn1.2.0
bayefdr0.2.1bayes4psy1.2.12
bayesAB1.1.3bayesammi0.1.0
bayesanova1.6BayesARIMAX0.1.1
BayesBinMix1.4.1bayesbio1.0.0
bayesboot0.2.2BayesBP1.1
bayesbr0.0.1.0BayesCACE1.2.3
BayesCombo1.0BayesComm0.1-2
bayescopulareg0.1.3bayescount0.9.99-9
BayesCR2.1bayesCT0.99.3
BayesCTDesign0.6.1BayesDA2012.04-1
bayesDccGarch3.0.4bayesdfa1.3.3
bayesdistreg0.1.0bayesDP1.3.6
BayesFactor0.9.12-4.7BayesFM0.1.7
bayesforecast1.0.1bayesGAM0.0.2
bayesGARCH2.1.10BayesGOF5.2
BayesGPfit1.1.0BayesGWQS0.1.1
bayesian1.0.1bayesianETAS1.0.3
BayesianFactorZoo0.0.0.2Bayesiangammareg0.1.0
BayesianGLasso0.2.0BayesianLaterality0.1.2
BayesianNetwork0.3BayesianTools0.1.8
bayesianVARs0.1.3bayesImageS0.6-1
BayesLCA1.9bayesLife5.2-0
bayeslincom1.3.0BayesLN0.2.10
BayesLogit2.1bayesloglin1.0.1
bayeslongitudinal0.1.0bayesm3.1-6
BayesMallows2.2.1BayesMassBal1.1.0
bayesmeta3.4bayesmix0.7-6
bayesnec2.1.2.0bayesplot1.11.1
bayesQR2.4bayesRecon0.3.0
BayesSAE1.0-2bayestestR0.13.2
bayesTFR7.4-2BayesTools0.2.17
BayesTree0.3-1.5BayesVarSel2.2.5
BayesX0.3-3BAYSTAR0.2-10
baytrends2.0.11BB2019.10-1
BBmisc1.13bbmle1.0.25.1
bbotk1.0.0BCBCSF1.0-1
BCC19970.1.1BCE2.2.0
Bchron4.7.6BClustLonG0.1.3
bcp4.0.3bcpa1.3.2
bcrm0.5.4BDgraph2.72
bdrc1.1.0bdsmatrix1.3-7
BE0.2.4beachmat2.20.0
beadarray2.54.0BeadDataPackR1.56.0
beakr0.4.3bearishTrader1.0.2
beastier2.5.1beautier2.6.12
BED1.5.2beepr1.3
beeswarm0.4.0benchmarkme1.0.8
benchmarkmeData1.0.4BenfordTests1.2.0
bentcableAR0.3.1Bergm5.0.7
Bernadette1.1.5berryFunctions1.22.5
Bessel0.6-0BEST0.5.4
BetaBit2.2betafunctions1.9.0
betapart1.6betareg3.1-4
betategarch3.3BETS0.4.9
bets.covid191.0.0beyondWhittle1.2.1
bezier1.1.2bfast1.6.1
BFpack1.3.0BGGM2.1.2
BGLR1.1.2BGVAR2.5.5
bgw0.1.3BH1.84.0-0
BHH22016.05.31BiasCorrector0.2.2
BiasedUrn2.0.12bibtex0.5.1
biclust2.0.3.1bidask2.0.4
bife0.7.2BIFIEsurvey3.6-6
biganalytics1.1.22bigchess1.9.1
bigD0.2.0bigleaf0.8.2
biglm0.9-3bigmemory4.6.4
bigmemory.sri0.1.8bigrquery1.5.1
bigsplines1.1-1bigtime0.2.3
BigVAR1.1.2bimets3.0.2
bindr0.1.1bindrcpp0.2.3
binhf1.0-3binman0.1.3
binom1.1-1.1binomSamSize0.1-5
binr1.1.1binseqtest1.0.4
bio3d2.4-4Biobase2.64.0
BiocFileCache2.12.0BiocGenerics0.50.0
BiocIO1.14.0BiocManager1.30.23
BiocParallel1.38.0BiocSingular1.20.0
BiocVersion3.19.1bioinactivation1.2.3
BioInsight0.3.1biomaRt2.60.1
biomartr1.0.7biomformat1.32.0
bioOED0.2.1bioseq0.1.4
Biostrings2.72.1biotic0.1.2
bipartite2.20birtr1.0.0
BisqueRNA1.0.5bit4.0.5
bit644.0.5bitops1.0-7
biwavelet0.20.21bizdays1.0.16
bkmr0.2.2blaise1.3.11
blastula0.3.5blavaan0.5-5
blink1.1.0BLModel1.0.2
blob1.2.4blocklength0.1.5
blockmatrix1.0blockrand1.5
blocksdesign4.9blockTools0.6.4
blogdown1.19BLR1.6
BLRPM1.0BMA3.18.17
bmgarch2.0.0BMisc1.4.6
bmixture1.7BMS0.3.5
BMTAR0.1.1bnlearn4.9.4
BNPTSclust2.0BNSP2.2.3
bnstruct1.0.15boa1.1.8-2
boilerpipeR1.3.2BOIN2.7.2
boiwsa1.1.1bold1.3.0
Bolstad0.2-41Bolstad21.0-29
bondAnalyst1.0.1bookdown0.39
Boom0.9.15BoomSpikeSlab1.2.6
bootnet1.6BootPR1.0
bootstrap2019.6bootUR1.0.4
BoSSA3.7boussinesq1.0.6
boxr0.3.6bpca1.3-6
bqtl1.0-36BradleyTerry21.1-2
brainR1.6.0brandwatchR0.3.0
breakfast2.4brew1.0-10
brglm0.7.2brglm20.9.2
bridgesampling1.1-2BRINDA0.1.5
brio1.1.5brms2.21.0
Brobdingnag1.2-9broman0.84
broom1.0.6broom.helpers1.15.0
brotli1.3.0bsam1.1.3
bsamGP1.2.5BSgenome1.72.0
bsicons0.1.2bslib0.7.0
BsMD2023.920bspec1.6
bspmma0.1-2bssm2.0.2
BSSprep0.1bsts0.9.10
bsvars3.0.1BTLLasso0.1-13
BTM0.3.7bullishTrader1.0.1
bundesbank0.1-12BurStFin1.3
BurStMisc1.1BVAR1.0.5
bvarsv1.1bvartools0.2.4
bvls1.4C500.1.8
ca0.71.1cabinets0.6.0
cabootcrs2.1.0cachem1.1.0
cacIRT1.4CADFtest0.3-3
caffsim0.2.2Cairo1.6-2
CALANGO1.0.16calculus1.0.1
calibrar0.9.0calibrate1.7.7
CalibrateSSB1.3.0calibrator1.2-8
callr3.7.6cancensus0.5.7
candisc0.9.0canprot2.0.0
CANSIM2R1.14.1caper1.0.3
captr0.3.0capushe1.1.2
car3.1-2caRamel1.3
CARBayes6.1.1CARBayesdata3.0
CARBayesST4.0carData3.0-5
caret6.0-94carfima2.0.2
caribou1.1-1carrier0.1.1
cartogram0.3.0Cascade2.1
CascadeData1.4CAST1.0.2
castor1.8.0CatDataAnalysis0.1-5
cate1.1.1caTools1.18.2
catR3.17causact0.5.5
CausalImpact1.3.0CAvariants6.0
CB21.3.4cbioportalR1.1.0
cbsodataR1.0.1ccaPP0.3.3
cccp0.3-1cdlTools1.13
CDM8.2-6CDNmoney2012.4-2
cds1.0.3CellNOptR1.50.0
cellranger1.1.0censReg0.5-38
censusapi0.8.0CEoptim1.3
CePa0.8.0CeRNASeek2.1.3
cfbfastR1.9.0cffr1.0.1
cfr0.1.1CFtime1.4.0
ChainLadder0.2.18chandwich1.1.6
changepoint2.2.4changepoint.geo1.0.2
changepoint.np1.0.5checkLuhn1.1.0
checkmate2.3.1checkpoint1.0.2
chem.databases1.0.0ChemoSpec6.1.10
ChemoSpecUtils1.0.4cherryblossom0.1.0
chess1.0.1chilemapas0.3.0
chk0.9.1CHNOSZ2.1.0
choiceDes0.9-3cholera0.8.0
CholWishart1.1.2choroplethr3.7.3
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whisker0.4.1whitebox2.4.0
whitening1.4.0whoami1.3.0
widgetframe0.3.1widgetTools1.82.0
WikidataQueryServiceR1.0.0WikidataR2.3.3
wikipediatrend2.1.6WikipediR1.7.1
wikitaxa0.4.0wildlifeDI1.0.0
wilson2.4.2windex2.0.8
wINEQ1.2.0withr3.0.0
wk0.9.1wktmo1.0.5
wkutils0.1.3wnl0.8.1
wooldridge1.4-3worcs0.1.14
word2vec0.4.0wordcloud2.6
wordnet0.1-17workflowr1.7.1
workflows1.1.4workflowsets1.1.0
worldfootballR0.6.2worldmet0.9.8
worrms0.4.3wpp20171.2-3
wpp20191.1-1wql1.0.1
WrightMap1.3writexl1.5.0
WriteXLS6.6.0wrMisc1.15.0.3
wrProteo1.11.0.1WRSS3.1
wrswoR1.1.1WRTDStidal1.1.4
WufooR1.0.1x121.10.3
x13binary1.1.61xaringan0.30
XBRL0.99.19.1xfun0.45
xgboost1.7.7.1xgxr1.1.2
XLConnect1.0.10xlsx0.6.5
xlsxjars0.6.1XML3.99-0.17
xml21.3.6XML2R0.0.8
xmlrpc21.1xopen1.0.1
xplain0.2.2xpose0.4.18
xpose.nlmixr20.4.0xpose44.7.3
xslt1.4.5xtable1.8-4
xts0.14.0XVector0.44.0
xxIRT2.1.2yaImpute1.0-34
yaml2.3.8yardstick1.3.1
yesno0.1.2yhatr0.15.1
yorkr0.0.42ypssc1.1.0
yuima1.15.27yulab.utils0.1.4
zeallot0.1.0zen4R0.10
zic0.9.1ZIM1.1.0
ZINARp0.1.0zip2.3.1
zipfR0.6-70zlib1.0.3
zlibbioc1.50.0zoo1.8-12
ZRA0.2ztable0.2.3
zTree1.0.7zyp0.11-1

RStudio Server

R: 4.4.0

rstudio-server: 2023.12.0+369

CUDA Version: 11.7

GPU Driver Version: 515.43.04

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R: 4.4.0; rstudio-server: 2023.12.0+369; CUDA Version: 11.7; GPU Driver Version: 515.43.04

This AMI provides thousands of R packages covering various domains such as data science, machine learning, economitrics, database, finance, official statistics, survey statistics, Bayesian statistics, clinical trials, epidemiology, experimental design, psychometric methodology, analysis of pharmacokinetic data, medical image processing, teaching statistics, time series analysis, analysis of spatial and spatiotemporal data, reproducible research, phylogenetics, web technologies, hydrology, sports analytics, natural language processing, actuarial science, optimization, genomics, proteomics, metabolomics, transcriptomics, and other omics.

R packages (4170)

packageversionpackageversion
abc2.2.1abc.data1.1
ABCoptim0.15.0abcrf1.9
abglasso0.1.1abind1.4-5
abtest1.0.1accrualPlot1.0.7
acebayes1.10acepack1.4.2
acp2.1acs2.1.4
ACSWR1.0ActivePathways2.0.3
actuar3.3-4actuaRE0.1.5
ActuarialM0.1.0actuaryr1.1.1
actxps1.4.0ada2.0-5
adagio0.9.2adaptivetau2.3-1
adaptMCMC1.5adaptr1.3.2
ADAPTS1.0.22adaptsmoFMRI1.2
adaptTest1.2additivityTests1.1-4.1
ade41.7-22ade4TkGUI0.3-1
adegenet2.1.10adegraphics1.0-21
adehabitatHR0.4.21adehabitatHS0.3.17
adehabitatLT0.3.27adehabitatMA0.3.16
adephylo1.1-16ADGofTest0.3
adimpro0.9.6adiv2.2.1
adjclust0.6.9admisc0.35
AdMit2.1.9ads1.5-10
AdvancedBasketballStats1.0.1AER1.2-12
affy1.78.0affyio1.70.0
africamonitor0.2.4agricolae1.3-7
agricolaeplotr0.5.0agridat1.23
agriwater1.0.2agvgd0.1.2
AhoCorasickTrie0.1.2airGR1.7.6
airGRdatassim0.1.3airGRiwrm0.6.2
airGRteaching0.3.2airports0.1.0
airr1.5.0ajv1.0.0
akima0.6-3.4alabama2023.1.0
alakazam1.3.0aLFQ1.3.6
AlgDesign1.2.1aliases2entrez0.1.2
almanac1.0.0alpaca0.3.4
alphavantager0.1.3ALTopt0.1.2
Amelia1.8.2AmericanCallOpt0.95
ammiBayes1.0-2ampir1.1.0
AMR2.1.1anabel3.0.1
AnaCoDa0.1.4.4anacor1.1-4
analogsea1.0.7.2anesrake0.80
animation2.7anipaths0.10.3
anMC0.2.5annotate1.78.0
AnnotationBustR1.3.0AnnotationDbi1.62.1
AnnuityRIR1.0-0Anthropometry1.19
anytime0.3.9ao0.3.3
aod1.3.3aoos0.5.0
AovBay0.1.0apc2.0.0
apcluster1.4.12ape5.8
APFr1.0.2aphid1.3.5
aphylo0.3-3aplot0.2.2
apollo0.3.2approximator1.2-8
apt3.0ARCensReg3.0.1
arcgislayers0.2.0arcgisutils0.2.0
ArchaeoChron0.1ArchaeoPhases1.8
archetypes2.2-0.1archivist2.3.6
ArDec2.1-1ARDL0.2.4
ardl.nardl1.3.0areal0.1.8
arfima1.8-1argparse2.2.3
arm1.14-4aroma.apd0.7.0
arpr0.1.2arrangements1.1.9
arrow15.0.1ars0.7
aRxiv0.10ascii2.6
asd2.2ash1.0-15
ashr2.2-63AsioHeaders1.22.1-2
askpass1.2.0aspect1.0-6
ASSA2.0assertive.base0.0-9
assertive.files0.0-2assertive.numbers0.0-2
assertthat0.2.1AssetCorr1.0.4
astrochron1.2astsa2.1
asymmetry2.0.4ata1.1.1
atom4R0.3-3atRisk0.1.0
aTSA3.1.2.1attempt0.3.1
attention0.4.0AUC0.3.2
audio0.1-11autoFRK1.4.3
autoimage2.2.3automap1.1-9
autostsm3.1.4av0.9.0
aweek1.0.3aws2.5-5
aws.signature0.6.0awsMethods1.1-1
AzureAuth1.3.3AzureCognitive1.0.1
AzureContainers1.3.2AzureCosmosR1.0.0
AzureGraph1.3.4AzureKusto1.1.3
AzureQstor1.0.1AzureRMR2.4.4
AzureStor3.7.0AzureTableStor1.0.0
AzureVision1.0.2AzureVM2.2.2
babelgene22.9babelwhale1.2.0
BACCO2.1-0BACCT1.0
backports1.4.1backtest0.3-4
bacondecomp0.1.1baggr0.7.8
bain0.2.10BalancedSampling2.0.6
BaM1.0.3bama1.3.0
bamdit3.4.0bamlss1.2-3
BAMMtools2.1.11bang1.0.3
BANOVA1.2.1BarcodingR1.0-3
BART2.9.7bartBMA1.0
bartCause1.0-6bartMachine1.3.4.1
bartMachineJARs1.2.1BAS1.7.1
basad0.3.0base642.0.1
base64enc0.1-3base64url1.4
baseballDBR0.1.2basicMCMCplots0.2.7
BASiNET0.0.5BaSkePro1.1.1
BasketballAnalyzeR0.5.0BASS1.3.1
BatchExperiments1.4.3BatchJobs1.9
batchmeans1.0-4BAwiR1.3.2
baycn1.2.0bayefdr0.2.1
bayes4psy1.2.12bayesAB1.1.3
bayesammi0.1.0bayesanova1.6
BayesARIMAX0.1.1BayesBinMix1.4.1
bayesbio1.0.0bayesboot0.2.2
BayesBP1.1bayesbr0.0.1.0
BayesCACE1.2.3BayesCombo1.0
BayesComm0.1-2bayescopulareg0.1.3
bayescount0.9.99-9BayesCR2.1
bayesCT0.99.3BayesCTDesign0.6.1
BayesDA2012.04-1bayesDccGarch3.0.4
bayesdfa1.3.3bayesdistreg0.1.0
bayesDP1.3.6BayesFactor0.9.12-4.7
BayesFM0.1.5bayesforecast1.0.1
bayesGAM0.0.2bayesGARCH2.1.10
BayesGOF5.2BayesGPfit1.1.0
BayesGWQS0.1.1bayesian0.0.9
bayesianETAS1.0.3Bayesiangammareg0.1.0
BayesianGLasso0.2.0BayesianLaterality0.1.2
BayesianNetwork0.3BayesianTools0.1.8
bayesImageS0.6-1BayesLCA1.9
bayesLife5.2-0bayeslincom1.3.0
BayesLN0.2.10BayesLogit2.1
bayesloglin1.0.1bayeslongitudinal0.1.0
bayesm3.1-6BayesMallows2.2.1
BayesMassBal1.1.0bayesmeta3.4
bayesmix0.7-6bayesnec2.1.2.0
bayesplot1.11.1bayesQR2.4
BayesSAE1.0-2bayestestR0.13.2
bayesTFR7.4-2BayesTools0.2.17
BayesTree0.3-1.5BayesVarSel2.2.5
BayesX0.3-3BAYSTAR0.2-10
baytrends2.0.11BB2019.10-1
BBmisc1.13bbmle1.0.25.1
bbotk0.8.0BCBCSF1.0-1
BCC19970.1.1BCE2.2.0
Bchron4.7.6BClustLonG0.1.3
bcp4.0.3bcpa1.3.2
bcrm0.5.4BDgraph2.72
bdrc1.1.0bdsmatrix1.3-7
BE0.2.4beachmat2.16.0
beadarray2.50.0BeadDataPackR1.52.0
beakr0.4.3bearishTrader1.0.2
BED1.5.0beepr1.3
beeswarm0.4.0benchmarkme1.0.8
benchmarkmeData1.0.4BenfordTests1.2.0
bentcableAR0.3.1Bergm5.0.7
berryFunctions1.22.5Bessel0.6-0
BEST0.5.4BetaBit2.2
betafunctions1.9.0betapart1.6
betareg3.1-4betategarch3.3
BETS0.4.9bets.covid191.0.0
beyondWhittle1.2.1bezier1.1.2
bfast1.6.1BFpack1.2.3
BGGM2.1.1BGLR1.1.2
BGVAR2.5.5bgw0.1.3
BH1.84.0-0BHH22016.05.31
BiasCorrector0.2.2BiasedUrn2.0.11
bibtex0.5.1biclust2.0.3.1
bidask2.0.2bife0.7.2
BIFIEsurvey3.5-19biganalytics1.1.22
bigchess1.9.1bigD0.2.0
bigleaf0.8.2biglm0.9-2.1
bigmemory4.6.4bigmemory.sri0.1.8
bigrquery1.5.1bigsplines1.1-1
bigtime0.2.3BigVAR1.1.2
bimets3.0.2bindr0.1.1
bindrcpp0.2.3binman0.1.3
binom1.1-1.1binomSamSize0.1-5
binr1.1.1binseqtest1.0.4
bio3d2.4-4Biobase2.60.0
BiocFileCache2.8.0BiocGenerics0.46.0
BiocIO1.10.0BiocManager1.30.22
BiocParallel1.34.1BiocSingular1.16.0
BiocVersion3.17.1bioinactivation1.2.3
BioInsight0.3.1biomaRt2.56.1
biomartr1.0.7biomformat1.28.0
bioOED0.2.1bioseq0.1.4
Biostrings2.68.0biotic0.1.2
bipartite2.19birtr1.0.0
BisqueRNA1.0.5bit4.0.5
bit644.0.5bitops1.0-7
biwavelet0.20.21bizdays1.0.16
bkmr0.2.2blaise1.3.11
blastula0.3.5blavaan0.5-4
BLModel1.0.2blob1.2.4
blocklength0.1.5blockmatrix1.0
blockrand1.5blocksdesign4.9
blockTools0.6.4blogdown1.19
BLR1.6BMA3.18.17
bmgarch2.0.0BMisc1.4.6
bmixture1.7BMS0.3.5
BMTAR0.1.1bnlearn4.9.3
BNPTSclust2.0BNSP2.2.3
bnstruct1.0.15boa1.1.8-2
boilerpipeR1.3.2BOIN2.7.2
bold1.3.0Bolstad0.2-41
Bolstad21.0-29bondAnalyst1.0.1
bookdown0.39Boom0.9.15
BoomSpikeSlab1.2.6bootnet1.6
BootPR1.0bootstrap2019.6
bootUR1.0.3BoSSA3.7
boussinesq1.0.6boxr0.3.6
bpca1.3-6bqtl1.0-36
BradleyTerry21.1-2brainR1.6.0
brandwatchR0.3.0breakfast2.3
brew1.0-10brglm0.7.2
brglm20.9.2bridgesampling1.1-2
BRINDA0.1.5brio1.1.5
brms2.21.0Brobdingnag1.2-9
broman0.80broom1.0.5
broom.helpers1.15.0brotli1.3.0
bsam1.1.3bsamGP1.2.5
BSgenome1.68.0bslib0.7.0
BsMD2023.920bspec1.6
bspmma0.1-2bssm2.0.2
BSSprep0.1bsts0.9.10
bsvars2.1.0BTLLasso0.1-13
BTM0.3.7bullishTrader1.0.1
bundesbank0.1-12BurStFin1.3
BurStMisc1.1BVAR1.0.5
bvartools0.2.4bvls1.4
C500.1.8ca0.71.1
cabinets0.6.0cabootcrs2.1.0
cachem1.0.8cacIRT1.4
CADFtest0.3-3caffsim0.2.2
Cairo1.6-2CALANGO1.0.16
calculus1.0.1calibrate1.7.7
CalibrateSSB1.3.0calibrator1.2-8
callr3.7.6cancensus0.5.7
candisc0.8-6canprot2.0.0
CANSIM2R1.14.1caper1.0.3
captr0.3.0capushe1.1.2
car3.1-2caRamel1.3
CARBayes6.1.1CARBayesdata3.0
CARBayesST4.0carData3.0-5
caret6.0-94carfima2.0.2
caribou1.1-1carrier0.1.1
cartogram0.3.0Cascade2.1
CascadeData1.4CAST1.0.0
castor1.8.0cate1.1.1
caTools1.18.2catR3.17
causact0.5.5CausalImpact1.3.0
CAvariants6.0CB21.3.4
cbioportalR1.1.0cbsodataR1.0.1
ccaPP0.3.3cccp0.3-1
cdlTools1.13CDM8.2-6
CDNmoney2012.4-2cds1.0.3
CellNOptR1.46.0cellranger1.1.0
censReg0.5-36censusapi0.8.0
CEoptim1.3CePa0.8.0
CeRNASeek2.1.3cfbfastR1.9.0
CFtime1.3.0ChainLadder0.2.18
chandwich1.1.6changepoint2.2.4
changepoint.geo1.0.2changepoint.np1.0.5
checkLuhn1.1.0checkmate2.3.1
checkpoint1.0.2chem.databases1.0.0
ChemoSpec6.1.10ChemoSpecUtils1.0.4
cherryblossom0.1.0chess1.0.1
chilemapas0.3.0chk0.9.1
CHNOSZ2.1.0choiceDes0.9-3
CholWishart1.1.2choroplethr3.7.3
choroplethrMaps1.0.1chromoMap4.1.1
chromote0.2.0chron2.3-61
cifti0.4.5cinterpolate1.0.1
circlize0.4.16CircSpaceTime0.9.0
CircStats0.2-6circular0.5-0
ciTools0.6.1Ckmeans.1d.dp4.3.5
Claddis0.6.3clarabel0.5.1
clarifai0.4.2classInt0.4-10
cli3.6.2clifro3.2-5
climatol4.1.0clime0.5.0
clinDR2.4.1clinfun1.1.5
clinicalsignificance2.0.0clinPK0.13.0
clinsig1.2clipr0.8.0
clisymbols1.2.0clmplus0.1.0
clock0.7.0clubSandwich0.5.10
clue0.3-65clustDRM0.1-0
clusterGeneration1.3.8clusterPower0.7.0
clusterSEs2.6.5clustMixType0.3-14
ClustVarLV2.1.1clv0.3-2.4
cmaes1.0-12cmaesr1.0.3
CMLS1.0-1cmm1.0
cmocean0.3-1cmprsk2.2-11
cmrutils1.3.1cNORM3.0.4
CNORode1.42.0coalescentMCMC0.4-4
coalitions0.6.24coarseDataTools0.6-6
cobalt4.5.5cobs1.3-8
coconots1.1.3COCONUT1.0.2
cocor1.1-4cocorresp0.4-4
cocron1.0-1coda0.19-4.1
cOde1.1.1coin1.4-3
cointReg0.2.0colf0.1.3
collapse2.0.13collapsibleTree0.1.8
collections0.3.7colorr1.0.0
colorRamps2.3.4colorspace2.1-0
colourpicker1.3.0colourvalues0.3.9
combinat0.0-8combinedevents0.1.1
CombinS1.1-1ComICS1.0.4
CommonJavaJars1.1-0commonmark1.9.1
compare0.2-6compas0.1.1
CompQuadForm1.4.3comprehenr0.6.10
conditionz0.1.0coneproj1.17
conf.design2.0.0config0.3.2
confintr1.0.2conflicted1.2.0
conquer1.3.3conquestr1.3.0
contactdata1.0.0contfrac1.1-12
convevol2.0.1convey1.0.0
coop0.6-3cops1.3-1
copula1.1-3copulaData0.0-2
copulaedas1.4.3cordillera1.0-0
corHMM2.8coro1.0.4
corona0.3.0coronavirus0.4.1
corpcor1.6.10corpora0.6
corporaexplorer0.8.6corrgram1.14
corrplot0.92cosa2.1.0
CoSMoS2.1.0costat2.4.1
countrycode1.6.0CovCombR1.0
COVID193.0.3covid19.analytics2.1.3.3
covid19br0.1.8covid19dbcand0.1.1
covid19france0.1.0covid19italy0.3.1
covid19sf0.1.2covid19swiss0.1.0
covid19us0.1.9CovidMutations0.1.3
cowplot1.1.3cp4p0.3.6
CPBayes1.1.0cpk1.3-1
cplm0.7-12cpp110.4.7
CRABS1.2.0crawl2.3.0
crayon1.5.2crch1.1-2
credentials2.0.1credule0.1.4
crfsuite0.4.2cricketdata0.2.3
cricketr0.0.26CRM1.2.4
crmPack1.0.5crossdes1.1-2
Crossover0.1-22crosstalk1.2.1
crs0.15-37crseEventStudy1.2.2
crsmeta0.3.0crul1.4.2
crunch1.30.4crunchy0.3.3
cSEM0.5.0CSGo0.6.7
cshapes2.0csodata1.4.2
cstab0.2-2csv0.6.2
ctbi2.0.5ctmcmove1.2.9
ctmm1.2.0ctrdata1.17.2
ctsem3.9.1ctsemOMX1.0.6
CTT2.3.3CTTShiny0.1
ctv0.9-5cubature2.1.0
cubble0.3.0cubelyr1.0.2
cubfits0.1-4Cubist0.4.2.1
cumSeg1.3curl5.2.1
cvar0.5cvAUC1.1.4
CVST0.2-3CVXR1.0-12
d3Network0.5.2.1DAAG1.25.4
dae3.2.25daewr1.2-11
dagitty0.3-4DAKS2.1-3
DALEX2.4.3DAMOCLES2.3
data.table1.15.4data.tree1.1.0
DatabaseConnector6.3.2DataExplorer0.8.3
dataone2.2.2datapack1.4.1
datapasta3.1.0dataRetrieval2.7.15
datarobot2.18.6dataseries0.2.0
dataverse0.3.13datawizard0.10.0
date1.2-42dateback1.0.4
datetimeutils0.6-4dbarts0.9-26
dbhydroR0.2-8DBI1.2.2
DBItest1.8.1dbmss2.9-0
dbparser2.0.3dbplyr2.5.0
dbscan1.1-12dbx0.3.1
DChaos0.1-7dclone2.3-2
DCluster0.2-10DClusterm1.0-1
dcov0.1.1dCovTS1.4
dcurver0.9.2ddalpha1.3.15
DDD5.2.2dde1.0.5
DDPM0.1.0deBInfer0.4.4
debugme1.1.0decompr6.4.0
deducorrect1.3.7deductive1.0.0
DeductiveR1.0.0deeptime1.1.1
Delaporte8.4.0DelayedArray0.26.7
DelayedMatrixStats1.22.6deldir2.0-4
deltaPlotR1.6demography2.0
dendextend1.17.1dendsort0.3.4
densEstBayes1.0-2.2DEoptim2.2-8
DEoptimR1.1-3depmix0.9.16
depmixS41.5-0DepthProc2.1.5
depthTools0.7Deriv4.1.3
derivmkts0.2.5desc1.4.3
DescTools0.99.54DESeq21.40.2
designmatch0.5.4desiR1.2.2
desirability2.1deSolve1.40
desplot1.10devtools2.4.5
dexter1.4.2dextergui0.2.6
dexterMST0.9.6dfcomb3.1-1
dfcrm0.2-2.1dfidx0.0-5
DFIT1.1dfms0.2.1
dfmta1.7-3dfoptim2023.1.0
dfped1.1dfpk3.5.1
DGEobj1.1.2DGEobj.utils1.0.6
DHARMa0.4.6DHS.rates0.9.2
diagis0.2.3diagonals6.4.0
diagram1.6.5DiagrammeR1.0.11
dials1.2.1DiceDesign1.10
DiceEval1.6.1DiceKriging1.6.0
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startupmsg0.9.6.1statcanR0.2.6
statcodelists0.9.2statebins1.4.0
statespacer0.5.0stationaRy0.5.1
statip0.2.3StatMatch1.4.1
statmod1.5.0statnet.common4.9.0
StatRank0.0.6steadyICA1.0
SteinIV0.1-1STFTS0.1.0
stinepack1.5stlplus0.5.1
stm1.3.7STMedianPolish0.2
StMoMo0.4.1stochprofML2.0.3
stochQN0.1.2-1stochvol3.2.4
stockAnalyst1.0.1stopwords2.3
storr1.2.5stplanr1.1.2
stR0.6strand0.2.0
strap1.6-0stratification2.2-7
streamDepletr0.2.0streamR0.4.5
stringdist0.9.12stringfish0.16.0
stringi1.8.3stringmagic1.1.0
stringr1.5.1strucchange1.5-3
strucchangeRcpp1.5-3-1.0.4StructuralDecompose0.1.1
styler1.10.3subplex1.8
subscore3.3sufficientForecasting0.1.0
sugrrants0.2.9SummarizedExperiment1.30.2
summclust0.7.2suntools1.0.0
supclust1.1-1SuperLearner2.0-29
superml0.5.7superpc1.12
SuppDists1.1-9.7support.CEs0.7-0
surface0.5SurrogateRegression0.6.0.1
suRtex0.9survcomp1.50.0
surveillance1.22.1survey4.4-2
surveybootstrap0.0.3surveydata0.2.7
surveyoutliers0.1surveyplanning4.0
surveysd1.3.1survival6660.5
survivalROC1.0.3.1survminer0.4.9
survMisc0.5.6survPresmooth1.1-11
sva3.48.0svars1.3.11
svd0.5.5svDialogs1.1.0
SVDNF0.1.8svglite2.1.3
svGUI1.0.1svrep0.6.3
svs3.0.0svUnit1.0.6
swagger3.33.1swephR0.3.1
SwimmeR0.14.2swirl2.4.5
swirlify0.5.3switchr0.14.8
sylly0.1-6sym.arma1.0
symengine0.2.6symmoments1.2.1
SYNCSA1.3.4Synth1.1-8
synthACS1.7.1synthesis1.2.4
SynthETIC1.1.0synthpop1.8-0
sys3.4.2sysfonts0.8.9
systemfit1.1-30systemfonts1.0.6
table11.4.3tables0.9.25
tabnet0.5.0tabuSearch1.1.1
TAF4.2.0tagcloud0.6
TailRank3.2.2TAM4.2-21
TAQMNGR2018.5-1targets1.7.0
tau0.0-25taxize0.9.100
TBRDist1.0.2tbrf0.1.5
TCA1.2.1TcGSA0.12.10
tcltk21.2-11Tcomp1.0.1
tdigest0.4.1TeachingDemos2.13
teamcolors0.0.4telegram.bot3.0.0
telemac0.1.1tempdisagg1.1.1
tensor1.5tensorA0.36.2.1
tensorflow2.16.0TensorPreAve1.1.0
tensorTS1.0.1TEQR6.0-0
tergm4.2.0Ternary2.3.1
terra1.7-71TESS2.1.2
tesseract5.2.1testcorr0.2.0
TestDataImputation2.3TestDesign1.6.1
tester0.2.0TestFunctions0.2.1
testit0.13TestScorer1.7.2
testthat3.2.1.1TexExamRandomizer1.2.7
texreg1.39.3text2vec0.6.4
textcat1.0-8textir2.0-5
textplot0.2.2textrank0.3.1
textreuse0.1.5textshaping0.3.7
textTinyR1.1.8tfarima0.3.2
tfautograph0.3.2tfdatasets2.9.0
tfio0.4.1TFisher0.2.0
tfplot2021.6-1tframe2015.12-1.1
tfruns1.5.3tgp2.4-22
TH.data1.1-2theft0.6.1
thief0.3ThreeArmedTrials1.0-4
threeBrain1.0.1ThreeGroups0.21
threejs0.3.3ThreeWay1.1.3
thurstonianIRT0.12.5tibble3.2.1
tibbletime0.1.8tictoc1.2.1
Tides2.1tidyBdE0.3.6
tidycensus1.6.3tidyestimate1.1.1
tidygraph1.3.1tidyhydat0.6.1
tidyLPA1.1.0tidymodels1.2.0
tidyquant1.0.7tidyqwi0.1.2
tidyr1.3.1tidyREDCap1.1.1
tidyRSS2.0.7tidyselect1.2.1
tidysynth0.2.0tidytable0.11.0
tidyterra0.6.0tidytext0.4.2
tidytree0.4.6tidyverse2.0.0
tiff0.1-12tigris2.1
tikzDevice0.12.6timechange0.3.0
timeDate4032.109timeSeries4032.109
timeseriesdb1.0.0-1.1.2timetk2.9.0
timsac1.3.8-4tinyProject0.6.1
tinytable0.2.1tinytex0.50
tis1.39tkrplot0.0-27
TLMoments0.7.5.3tm0.7-13
tm.plugin.alceste1.1.1tm.plugin.dc0.2-10
tm.plugin.europresse1.4tm.plugin.factiva1.8
tm.plugin.lexisnexis1.4.1tm.plugin.mail0.2-2
tmap3.3-4tmaptools3.1-1
TMB1.9.11Tmisc1.0.1
tmod0.50.13tmvnsim1.0-2
tmvtnorm1.6tnet3.0.16
tokenizers0.3.0tokenizers.bpe0.1.3
toOrdinal1.3-0.0topicdoc0.1.1
topicmodels0.2-16topicmodels.etm0.1.0
topmodel0.7.5toprdata1.0.2
torch0.12.0torchaudio0.3.1.9000
torchdatasets0.3.0torchvision0.5.1
tpr0.3-3tracerer2.2.3
trackdem0.6trackdf0.3.3
trackdown1.1.1trackeR1.6.0
trackeRapp1.2TrackReconstruction1.3
tractor.base3.4.2traipse0.3.0
trajectories0.2-8TrajectoryUtils1.8.0
trajr1.5.1transformr0.1.5
transfR1.0.11TransPhylo1.4.5
trapezoid2.0-2traudem1.0.3
tree1.0-43treebase0.1.5
TreeBUGS1.5.0treedater0.5.0
TreeDist2.7.0treefit1.0.2
treeio1.24.0treemap2.4-4
TreeSearch1.5.0TreeSim2.4
treespace1.1.4.3TreeTools1.10.0
trend1.1.6trendeval0.1.0
trending0.1.0TrialSize1.4
triangle1.0triebeard0.4.1
trimcluster0.1-5trip1.10.0
tripack1.3-9.1tripEstimation0.0-46
TripleR1.5.4TruncatedNormal2.2.2
truncdist1.0-2truncnorm1.0-9
truncreg0.2-5trust0.1-8
trustOptim0.8.7.3tryCatchLog1.3.1
TSA1.3.1TSANN0.1.0
tsbox0.4.1tsBSS1.0.0
TSCAN1.38.0TSclust1.3.1
tscount1.4.3tsdb1.1-0
tsdecomp0.2TSdeeplearning0.1.0
tsdisagg20.1.0TSdisaggregation2.0.0
TSdist3.7.1tsDyn11.0.4.1
TSEntropies0.9tseries0.10-55
tseriesChaos0.1-13.1tseriesEntropy0.7-2
tseriesTARMA0.3-4tsfeatures1.1.1
tsfknn0.6.0tsibble1.1.4
tsibbledata0.4.1tsibbletalk0.1.0
tsintermittent1.10tsiR0.4.3
TSLSTM0.1.0tsModel0.6-1
tsne0.1-3.1tsoutliers0.6-10
TSP1.2-4tsPI1.0.4
TSrepr1.1.0tsrobprep0.3.2
tssim0.1.7TSstudio0.1.7
TSTutorial1.2.7tsutils0.9.4
tswge2.1.0tth4.12-0-1
TTR0.24.4tufterhandout1.2.1
tune1.2.1turner0.1.9
TUWmodel1.1-1tvm0.5.2
tweedie2.3.5tweenr2.0.3
twosamples2.0.1TxDb.Hsapiens.UCSC.hg19.knownGene3.2.2
TxDb.Hsapiens.UCSC.hg38.knownGene3.17.0txtq0.2.4
tzdb0.4.0uaparserjs0.3.5
ubiquity2.0.3ucminf1.2.1
UComp4.0.2udpipe0.8.11
ufRisk1.0.7ugatsdb0.2.3
uGMAR3.4.5umap0.2.10.0
uncmbb0.2.2unglue0.1.0
UnifiedDoseFinding0.1.10units0.8-5
univOutl0.4unrepx1.0-2
unrtf1.4.5UpSetR1.4.0
uptasticsearch0.4.0urca1.3-3
urlchecker1.0.1urlshorteneR1.5.7
urltools1.7.3uroot2.1-3
USA.state.boundaries1.0.1usdata0.2.0
usethis2.2.3usmap0.7.1
usmapdata0.2.2utf81.2.4
utility1.4.6uuid1.2-0
uwot0.2.2V84.4.2
VALERIE1.1.0validate1.1.5
validatetools0.5.2valr0.8.1
VAM1.1.0vapour0.9.5
VAR.etp1.1varbvs2.6-10
VARDetect0.1.6vardiag0.2-1
vardpoor0.20.1VaRES1.0.2
vars1.6-1VARshrink0.3.1
varycoef0.3.4VCA1.5.1
vcd1.4-12vcdExtra0.8-5
vcr1.2.2vctrs0.6.5
vdg1.2.3VedicDateTime0.1.9
vegan2.6-4vegperiod0.4.0
VennDiagram1.7.3venneuler1.1-4
VGAM1.1-10VGAMdata1.1-9
vglmer1.0.3vhica0.2.8
VIC50.2.6VIM6.2.2
VineCopula2.5.0vines1.1.5
vip0.4.1viridis0.6.5
viridisLite0.4.2visNetwork2.1.2
visualize4.5.0vkR0.2
volatilityTrader1.0.1volcano3D2.0.9
volleystat0.2.0vpc1.2.2
vroom1.6.5vrtest1.2
W3CMarkupValidator0.1-7waiter0.2.5
waldo0.5.2warp0.2.1
washdata0.1.4WASP1.4.3
waterData1.0.8waterquality1.0.0
Watersheds1.1WaveletComp1.1
wavelets0.3-0.2WaveSampling0.1.3
waveslim1.8.4wavethresh4.7.2
wavScalogram1.1.3wbstats1.0.4
wCorr1.9.8WDI2.7.8
wdman0.2.6WebAnalytics0.9.12
webchem1.3.0webdriver1.0.6
WebGestaltR0.4.6webmockr0.9.0
webreadr0.4.0webshot0.5.5
webshot20.1.1websocket1.4.1
webutils1.2.0wehoop2.0.0
WeightIt1.0.0weights1.0.4
welo0.1.4WeMix4.0.3
WGCNA1.72-5WH1.1.1
whisker0.4.1whitebox2.3.4
whitening1.4.0whoami1.3.0
widgetframe0.3.1WikidataQueryServiceR1.0.0
WikidataR2.3.3wikipediatrend2.1.6
WikipediR1.7.1wikitaxa0.4.0
wildlifeDI1.0.0windex2.0.7
wINEQ1.2.0withr3.0.0
wk0.9.1wktmo1.0.5
wkutils0.1.3wnl0.8.0
wooldridge1.4-3worcs0.1.14
word2vec0.4.0wordcloud2.6
wordnet0.1-16workflowr1.7.1
workflows1.1.4workflowsets1.1.0
worldfootballR0.6.2worldmet0.9.8
worrms0.4.3wpp20171.2-3
wpp20191.1-1wql1.0.0
WrightMap1.3writexl1.5.0
WriteXLS6.5.0wrMisc1.14.2
wrProteo1.11.0.1WRSS3.1
wrswoR1.1.1WRTDStidal1.1.4
WufooR1.0.1x121.10.3
x13binary1.1.60xaringan0.30
XBRL0.99.19.1xfun0.43
xgboost1.7.7.1xgxr1.1.2
XLConnect1.0.9xlsx0.6.5
xlsxjars0.6.1XML3.99-0.16.1
xml21.3.6XML2R0.0.6
xmlrpc21.1xopen1.0.0
xplain0.2.2xpose0.4.18
xpose.nlmixr20.4.0xpose44.7.3
xslt1.4.5xtable1.8-4
xts0.13.2XVector0.40.0
xxIRT2.1.2yaImpute1.0-34
yaml2.3.8yardstick1.3.1
yesno0.1.2yhatr0.15.1
yorkr0.0.42ypssc1.1.0
yuima1.15.27yulab.utils0.1.4
zeallot0.1.0zen4R0.9
zic0.9.1ZIM1.1.0
ZINARp0.1.0zip2.3.1
zipfR0.6-70zlib1.0.3
zlibbioc1.46.0zoo1.8-12
ZRA0.2ztable0.2.3
zTree1.0.7zyp0.11-1

RStudio Server

R: 4.4.0

rstudio-server: 2023.12.0+369

CUDA Version: 11.7

GPU Driver Version: 515.43.04

Release Notes

Upgraded R to version 4.4.0 and all R packages to their latest versions.

R: 4.4.0; rstudio-server: 2023.12.0+369; CUDA Version: 11.7; GPU Driver Version: 515.43.04

This AMI provides thousands of R packages covering various domains such as data science, machine learning, economitrics, database, finance, official statistics, survey statistics, Bayesian statistics, clinical trials, epidemiology, experimental design, psychometric methodology, analysis of pharmacokinetic data, medical image processing, teaching statistics, time series analysis, analysis of spatial and spatiotemporal data, reproducible research, phylogenetics, web technologies, hydrology, sports analytics, natural language processing, actuarial science, optimization, genomics, proteomics, metabolomics, transcriptomics, and other omics.

R packages (4170)

packageversionpackageversion
abc2.2.1abc.data1.1
ABCoptim0.15.0abcrf1.9
abglasso0.1.1abind1.4-5
abtest1.0.1accrualPlot1.0.7
acebayes1.10acepack1.4.2
acp2.1acs2.1.4
ACSWR1.0ActivePathways2.0.3
actuar3.3-4actuaRE0.1.5
ActuarialM0.1.0actuaryr1.1.1
actxps1.4.0ada2.0-5
adagio0.9.2adaptivetau2.3-1
adaptMCMC1.5adaptr1.3.2
ADAPTS1.0.22adaptsmoFMRI1.2
adaptTest1.2additivityTests1.1-4.1
ade41.7-22ade4TkGUI0.3-1
adegenet2.1.10adegraphics1.0-21
adehabitatHR0.4.21adehabitatHS0.3.17
adehabitatLT0.3.27adehabitatMA0.3.16
adephylo1.1-16ADGofTest0.3
adimpro0.9.6adiv2.2.1
adjclust0.6.9admisc0.35
AdMit2.1.9ads1.5-10
AdvancedBasketballStats1.0.1AER1.2-12
affy1.78.0affyio1.70.0
africamonitor0.2.4agricolae1.3-7
agricolaeplotr0.5.0agridat1.23
agriwater1.0.2agvgd0.1.2
AhoCorasickTrie0.1.2airGR1.7.6
airGRdatassim0.1.3airGRiwrm0.6.2
airGRteaching0.3.2airports0.1.0
airr1.5.0ajv1.0.0
akima0.6-3.4alabama2023.1.0
alakazam1.3.0aLFQ1.3.6
AlgDesign1.2.1aliases2entrez0.1.2
almanac1.0.0alpaca0.3.4
alphavantager0.1.3ALTopt0.1.2
Amelia1.8.2AmericanCallOpt0.95
ammiBayes1.0-2ampir1.1.0
AMR2.1.1anabel3.0.1
AnaCoDa0.1.4.4anacor1.1-4
analogsea1.0.7.2anesrake0.80
animation2.7anipaths0.10.3
anMC0.2.5annotate1.78.0
AnnotationBustR1.3.0AnnotationDbi1.62.1
AnnuityRIR1.0-0Anthropometry1.19
anytime0.3.9ao0.3.3
aod1.3.3aoos0.5.0
AovBay0.1.0apc2.0.0
apcluster1.4.12ape5.8
APFr1.0.2aphid1.3.5
aphylo0.3-3aplot0.2.2
apollo0.3.2approximator1.2-8
apt3.0ARCensReg3.0.1
arcgislayers0.2.0arcgisutils0.2.0
ArchaeoChron0.1ArchaeoPhases1.8
archetypes2.2-0.1archivist2.3.6
ArDec2.1-1ARDL0.2.4
ardl.nardl1.3.0areal0.1.8
arfima1.8-1argparse2.2.3
arm1.14-4aroma.apd0.7.0
arpr0.1.2arrangements1.1.9
arrow15.0.1ars0.7
aRxiv0.10ascii2.6
asd2.2ash1.0-15
ashr2.2-63AsioHeaders1.22.1-2
askpass1.2.0aspect1.0-6
ASSA2.0assertive.base0.0-9
assertive.files0.0-2assertive.numbers0.0-2
assertthat0.2.1AssetCorr1.0.4
astrochron1.2astsa2.1
asymmetry2.0.4ata1.1.1
atom4R0.3-3atRisk0.1.0
aTSA3.1.2.1attempt0.3.1
attention0.4.0AUC0.3.2
audio0.1-11autoFRK1.4.3
autoimage2.2.3automap1.1-9
autostsm3.1.4av0.9.0
aweek1.0.3aws2.5-5
aws.signature0.6.0awsMethods1.1-1
AzureAuth1.3.3AzureCognitive1.0.1
AzureContainers1.3.2AzureCosmosR1.0.0
AzureGraph1.3.4AzureKusto1.1.3
AzureQstor1.0.1AzureRMR2.4.4
AzureStor3.7.0AzureTableStor1.0.0
AzureVision1.0.2AzureVM2.2.2
babelgene22.9babelwhale1.2.0
BACCO2.1-0BACCT1.0
backports1.4.1backtest0.3-4
bacondecomp0.1.1baggr0.7.8
bain0.2.10BalancedSampling2.0.6
BaM1.0.3bama1.3.0
bamdit3.4.0bamlss1.2-3
BAMMtools2.1.11bang1.0.3
BANOVA1.2.1BarcodingR1.0-3
BART2.9.7bartBMA1.0
bartCause1.0-6bartMachine1.3.4.1
bartMachineJARs1.2.1BAS1.7.1
basad0.3.0base642.0.1
base64enc0.1-3base64url1.4
baseballDBR0.1.2basicMCMCplots0.2.7
BASiNET0.0.5BaSkePro1.1.1
BasketballAnalyzeR0.5.0BASS1.3.1
BatchExperiments1.4.3BatchJobs1.9
batchmeans1.0-4BAwiR1.3.2
baycn1.2.0bayefdr0.2.1
bayes4psy1.2.12bayesAB1.1.3
bayesammi0.1.0bayesanova1.6
BayesARIMAX0.1.1BayesBinMix1.4.1
bayesbio1.0.0bayesboot0.2.2
BayesBP1.1bayesbr0.0.1.0
BayesCACE1.2.3BayesCombo1.0
BayesComm0.1-2bayescopulareg0.1.3
bayescount0.9.99-9BayesCR2.1
bayesCT0.99.3BayesCTDesign0.6.1
BayesDA2012.04-1bayesDccGarch3.0.4
bayesdfa1.3.3bayesdistreg0.1.0
bayesDP1.3.6BayesFactor0.9.12-4.7
BayesFM0.1.5bayesforecast1.0.1
bayesGAM0.0.2bayesGARCH2.1.10
BayesGOF5.2BayesGPfit1.1.0
BayesGWQS0.1.1bayesian0.0.9
bayesianETAS1.0.3Bayesiangammareg0.1.0
BayesianGLasso0.2.0BayesianLaterality0.1.2
BayesianNetwork0.3BayesianTools0.1.8
bayesImageS0.6-1BayesLCA1.9
bayesLife5.2-0bayeslincom1.3.0
BayesLN0.2.10BayesLogit2.1
bayesloglin1.0.1bayeslongitudinal0.1.0
bayesm3.1-6BayesMallows2.2.1
BayesMassBal1.1.0bayesmeta3.4
bayesmix0.7-6bayesnec2.1.2.0
bayesplot1.11.1bayesQR2.4
BayesSAE1.0-2bayestestR0.13.2
bayesTFR7.4-2BayesTools0.2.17
BayesTree0.3-1.5BayesVarSel2.2.5
BayesX0.3-3BAYSTAR0.2-10
baytrends2.0.11BB2019.10-1
BBmisc1.13bbmle1.0.25.1
bbotk0.8.0BCBCSF1.0-1
BCC19970.1.1BCE2.2.0
Bchron4.7.6BClustLonG0.1.3
bcp4.0.3bcpa1.3.2
bcrm0.5.4BDgraph2.72
bdrc1.1.0bdsmatrix1.3-7
BE0.2.4beachmat2.16.0
beadarray2.50.0BeadDataPackR1.52.0
beakr0.4.3bearishTrader1.0.2
BED1.5.0beepr1.3
beeswarm0.4.0benchmarkme1.0.8
benchmarkmeData1.0.4BenfordTests1.2.0
bentcableAR0.3.1Bergm5.0.7
berryFunctions1.22.5Bessel0.6-0
BEST0.5.4BetaBit2.2
betafunctions1.9.0betapart1.6
betareg3.1-4betategarch3.3
BETS0.4.9bets.covid191.0.0
beyondWhittle1.2.1bezier1.1.2
bfast1.6.1BFpack1.2.3
BGGM2.1.1BGLR1.1.2
BGVAR2.5.5bgw0.1.3
BH1.84.0-0BHH22016.05.31
BiasCorrector0.2.2BiasedUrn2.0.11
bibtex0.5.1biclust2.0.3.1
bidask2.0.2bife0.7.2
BIFIEsurvey3.5-19biganalytics1.1.22
bigchess1.9.1bigD0.2.0
bigleaf0.8.2biglm0.9-2.1
bigmemory4.6.4bigmemory.sri0.1.8
bigrquery1.5.1bigsplines1.1-1
bigtime0.2.3BigVAR1.1.2
bimets3.0.2bindr0.1.1
bindrcpp0.2.3binman0.1.3
binom1.1-1.1binomSamSize0.1-5
binr1.1.1binseqtest1.0.4
bio3d2.4-4Biobase2.60.0
BiocFileCache2.8.0BiocGenerics0.46.0
BiocIO1.10.0BiocManager1.30.22
BiocParallel1.34.1BiocSingular1.16.0
BiocVersion3.17.1bioinactivation1.2.3
BioInsight0.3.1biomaRt2.56.1
biomartr1.0.7biomformat1.28.0
bioOED0.2.1bioseq0.1.4
Biostrings2.68.0biotic0.1.2
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xgboost1.7.7.1xgxr1.1.2
XLConnect1.0.9xlsx0.6.5
xlsxjars0.6.1XML3.99-0.16.1
xml21.3.6XML2R0.0.6
xmlrpc21.1xopen1.0.0
xplain0.2.2xpose0.4.18
xpose.nlmixr20.4.0xpose44.7.3
xslt1.4.5xtable1.8-4
xts0.13.2XVector0.40.0
xxIRT2.1.2yaImpute1.0-34
yaml2.3.8yardstick1.3.1
yesno0.1.2yhatr0.15.1
yorkr0.0.42ypssc1.1.0
yuima1.15.27yulab.utils0.1.4
zeallot0.1.0zen4R0.9
zic0.9.1ZIM1.1.0
ZINARp0.1.0zip2.3.1
zipfR0.6-70zlib1.0.3
zlibbioc1.46.0zoo1.8-12
ZRA0.2ztable0.2.3
zTree1.0.7zyp0.11-1

RStudio Server

R: 4.3.3

rstudio-server: 2023.12.0+369

CUDA Version: 11.7

GPU Driver Version: 515.43.04

Release Notes

Added GPU support for tensorflow.

R: 4.3.3; rstudio-server: 2023.12.0+369; CUDA Version: 11.7; GPU Driver Version: 515.43.04

This AMI provides thousands of R packages covering various domains such as data science, machine learning, economitrics, database, finance, official statistics, survey statistics, Bayesian statistics, clinical trials, epidemiology, experimental design, psychometric methodology, analysis of pharmacokinetic data, medical image processing, teaching statistics, time series analysis, analysis of spatial and spatiotemporal data, reproducible research, phylogenetics, web technologies, hydrology, sports analytics, natural language processing, actuarial science, optimization, genomics, proteomics, metabolomics, transcriptomics, and other omics.

R packages (4161)

packageversionpackageversion
abc2.2.1abc.data1.0
ABCoptim0.15.0abcrf1.9
abglasso0.1.1abind1.4-5
abtest1.0.1accrualPlot1.0.7
acebayes1.10acepack1.4.2
acp2.1acs2.1.4
ACSWR1.0ActivePathways2.0.3
actuar3.3-4actuaRE0.1.5
ActuarialM0.1.0actuaryr1.1.1
actxps1.4.0ada2.0-5
adagio0.9.2adaptivetau2.3
adaptMCMC1.5adaptr1.3.2
ADAPTS1.0.22adaptsmoFMRI1.2
adaptTest1.2additivityTests1.1-4.1
ade41.7-22ade4TkGUI0.3-1
adegenet2.1.10adegraphics1.0-21
adehabitatHR0.4.21adehabitatHS0.3.17
adehabitatLT0.3.27adehabitatMA0.3.16
adephylo1.1-16ADGofTest0.3
adimpro0.9.6adiv2.2.1
adjclust0.6.9admisc0.34
AdMit2.1.9ads1.5-10
AdvancedBasketballStats1.0.1AER1.2-12
affy1.78.0affyio1.70.0
africamonitor0.2.4agricolae1.3-7
agricolaeplotr0.5.0agridat1.23
agriwater1.0.2agvgd0.1.2
AhoCorasickTrie0.1.2airGR1.7.6
airGRdatassim0.1.3airGRiwrm0.6.2
airGRteaching0.3.2airports0.1.0
airr1.5.0ajv1.0.0
akima0.6-3.4alabama2023.1.0
alakazam1.3.0aLFQ1.3.6
AlgDesign1.2.1aliases2entrez0.1.2
almanac1.0.0alpaca0.3.4
alphavantager0.1.3ALTopt0.1.2
Amelia1.8.1AmericanCallOpt0.95
ammiBayes1.0-2ampir1.1.0
AMR2.1.1anabel3.0.1
AnaCoDa0.1.4.4anacor1.1-4
analogsea1.0.7.2anesrake0.80
animation2.7anipaths0.10.3
anMC0.2.5annotate1.78.0
AnnotationBustR1.3.0AnnotationDbi1.62.1
AnnuityRIR1.0-0Anthropometry1.19
anytime0.3.9ao0.3.3
aod1.3.3aoos0.5.0
AovBay0.1.0apc2.0.0
apcluster1.4.11ape5.7-1
APFr1.0.2aphid1.3.5
aphylo0.3-3aplot0.2.2
apollo0.3.1approximator1.2-8
apt3.0ARCensReg3.0.1
ArchaeoChron0.1ArchaeoPhases1.8
archetypes2.2-0.1archivist2.3.6
ArDec2.1-1ARDL0.2.4
ardl.nardl1.3.0areal0.1.8
arfima1.8-1argparse2.2.2
arm1.13-1aroma.apd0.7.0
arpr0.1.2arrangements1.1.9
arrow14.0.2.1ars0.6
aRxiv0.10ascii2.6
asd2.2ash1.0-15
ashr2.2-63AsioHeaders1.22.1-2
askpass1.2.0aspect1.0-6
ASSA2.0assertive.base0.0-9
assertive.files0.0-2assertive.numbers0.0-2
assertthat0.2.1AssetCorr1.0.4
astrochron1.2astsa2.1
asymmetry2.0.4ata1.1.1
atom4R0.3-3atRisk0.1.0
aTSA3.1.2.1attempt0.3.1
attention0.4.0AUC0.3.2
audio0.1-11autoFRK1.4.3
autoimage2.2.3automap1.1-9
autostsm3.1.3av0.9.0
aweek1.0.3aws2.5-5
aws.signature0.6.0awsMethods1.1-1
AzureAuth1.3.3AzureCognitive1.0.1
AzureContainers1.3.2AzureCosmosR1.0.0
AzureGraph1.3.4AzureKusto1.1.3
AzureQstor1.0.1AzureRMR2.4.4
AzureStor3.7.0AzureTableStor1.0.0
AzureVision1.0.2AzureVM2.2.2
babelgene22.9babelwhale1.2.0
BACCO2.1-0BACCT1.0
backports1.4.1backtest0.3-4
bacondecomp0.1.1baggr0.7.8
bain0.2.10BalancedSampling2.0.6
BaM1.0.3bama1.3.0
bamdit3.4.0bamlss1.2-2
BAMMtools2.1.11bang1.0.3
BANOVA1.2.1BarcodingR1.0-3
BART2.9.6bartBMA1.0
bartCause1.0-6bartMachine1.3.4.1
bartMachineJARs1.2.1BAS1.7.1
basad0.3.0base642.0.1
base64enc0.1-3base64url1.4
baseballDBR0.1.2basicMCMCplots0.2.7
BASiNET0.0.5BaSkePro1.1.1
BasketballAnalyzeR0.5.0BASS1.3.1
BatchExperiments1.4.3BatchJobs1.9
batchmeans1.0-4BAwiR1.3.2
baycn1.2.0bayefdr0.2.1
bayes4psy1.2.12bayesAB1.1.3
bayesammi0.1.0bayesanova1.5
BayesARIMAX0.1.1BayesBinMix1.4.1
bayesbio1.0.0bayesboot0.2.2
BayesBP1.1bayesbr0.0.1.0
BayesCACE1.2.3BayesCombo1.0
BayesComm0.1-2bayescopulareg0.1.3
bayescount0.9.99-9BayesCR2.1
bayesCT0.99.3BayesCTDesign0.6.1
BayesDA2012.04-1bayesDccGarch3.0.4
bayesdfa1.3.3bayesdistreg0.1.0
bayesDP1.3.6BayesFactor0.9.12-4.7
BayesFM0.1.5bayesforecast1.0.1
bayesGAM0.0.2bayesGARCH2.1.10
BayesGOF5.2BayesGPfit1.1.0
BayesGWQS0.1.1bayesian0.0.9
bayesianETAS1.0.3Bayesiangammareg0.1.0
BayesianGLasso0.2.0BayesianLaterality0.1.2
BayesianNetwork0.3BayesianTools0.1.8
bayesImageS0.6-1BayesLCA1.9
bayesLife5.2-0bayeslincom1.3.0
BayesLN0.2.10BayesLogit2.1
bayesloglin1.0.1bayeslongitudinal0.1.0
bayesm3.1-6BayesMallows2.0.1
BayesMassBal1.1.0bayesmeta3.4
bayesmix0.7-6bayesnec2.1.1.0
bayesplot1.11.1bayesQR2.4
BayesSAE1.0-2bayestestR0.13.2
bayesTFR7.4-2BayesTools0.2.17
BayesTree0.3-1.5BayesVarSel2.2.5
BayesX0.3-3BAYSTAR0.2-10
baytrends2.0.11BB2019.10-1
BBmisc1.13bbmle1.0.25.1
bbotk0.8.0BCBCSF1.0-1
BCC19970.1.1BCE2.2.0
Bchron4.7.6BClustLonG0.1.3
bcp4.0.3bcpa1.3.2
bcrm0.5.4BDgraph2.72
bdrc1.1.0bdsmatrix1.3-7
BE0.2.4beachmat2.16.0
beadarray2.50.0BeadDataPackR1.52.0
beakr0.4.3bearishTrader1.0.2
BED1.5.0beepr1.3
beeswarm0.4.0benchmarkme1.0.8
benchmarkmeData1.0.4BenfordTests1.2.0
bentcableAR0.3.1Bergm5.0.7
berryFunctions1.22.5Bessel0.6-0
BEST0.5.4BetaBit2.2
betafunctions1.8.1betapart1.6
betareg3.1-4betategarch3.3
BETS0.4.9bets.covid191.0.0
beyondWhittle1.2.0bezier1.1.2
bfast1.6.1BFpack1.2.3
BGGM2.1.1BGLR1.1.1
BGVAR2.5.5bgw0.1.2
BH1.84.0-0BHH22016.05.31
BiasCorrector0.2.2BiasedUrn2.0.11
bibtex0.5.1biclust2.0.3.1
bidask2.0.2bife0.7.2
BIFIEsurvey3.5-19biganalytics1.1.21
bigchess1.9.1bigD0.2.0
bigleaf0.8.2biglm0.9-2.1
bigmemory4.6.4bigmemory.sri0.1.8
bigrquery1.5.0bigsplines1.1-1
bigtime0.2.3BigVAR1.1.2
bimets3.0.2bindr0.1.1
bindrcpp0.2.3binman0.1.3
binom1.1-1.1binomSamSize0.1-5
binr1.1.1binseqtest1.0.4
bio3d2.4-4Biobase2.60.0
BiocFileCache2.8.0BiocGenerics0.46.0
BiocIO1.10.0BiocManager1.30.22
BiocParallel1.34.1BiocSingular1.16.0
BiocVersion3.17.1bioinactivation1.2.3
BioInsight0.3.1biomaRt2.56.1
biomartr1.0.7biomformat1.28.0
bioOED0.2.1bioseq0.1.4
Biostrings2.68.0biotic0.1.2
bipartite2.19birtr1.0.0
BisqueRNA1.0.5bit4.0.5
bit644.0.5bitops1.0-7
biwavelet0.20.21bizdays1.0.16
bkmr0.2.2blaise1.3.11
blastula0.3.5blavaan0.5-3
BLModel1.0.2blob1.2.4
blocklength0.1.5blockmatrix1.0
blockrand1.5blocksdesign4.9
blockTools0.6.4blogdown1.19
BLR1.6BMA3.18.17
bmgarch2.0.0BMisc1.4.5
bmixture1.7BMS0.3.5
BMTAR0.1.1bnlearn4.9.1
BNPTSclust2.0BNSP2.2.3
bnstruct1.0.15boa1.1.8-2
boilerpipeR1.3.2BOIN2.7.2
bold1.3.0Bolstad0.2-41
Bolstad21.0-29bondAnalyst1.0.1
bookdown0.37Boom0.9.15
BoomSpikeSlab1.2.6bootnet1.6
BootPR1.0bootstrap2019.6
bootUR1.0.3BoSSA3.7
boussinesq1.0.6boxr0.3.6
bpca1.3-6bqtl1.0-36
BradleyTerry21.1-2brainR1.6.0
brandwatchR0.3.0breakfast2.3
brew1.0-10brglm0.7.2
brglm20.9.2bridgesampling1.1-2
BRINDA0.1.5brio1.1.4
brms2.20.4Brobdingnag1.2-9
broman0.80broom1.0.5
broom.helpers1.14.0brotli1.3.0
bsam1.1.3bsamGP1.2.4
BSgenome1.68.0bslib0.6.1
BsMD2023.920bspec1.6
bspmma0.1-2bssm2.0.2
BSSprep0.1bsts0.9.10
bsvars2.1.0BTLLasso0.1-13
BTM0.3.7bullishTrader1.0.1
bundesbank0.1-11BurStFin1.3
BurStMisc1.1BVAR1.0.5
bvartools0.2.4bvls1.4
C500.1.8ca0.71.1
cabinets0.6.0cabootcrs2.1.0
cachem1.0.8cacIRT1.4
CADFtest0.3-3caffsim0.2.2
Cairo1.6-2CALANGO1.0.16
calculus1.0.1calibrate1.7.7
CalibrateSSB1.3.0calibrator1.2-8
callr3.7.5cancensus0.5.7
candisc0.8-6canprot1.1.2
CANSIM2R1.14.1caper1.0.3
captr0.3.0capushe1.1.2
car3.1-2caRamel1.3
CARBayes6.1CARBayesdata3.0
CARBayesST4.0carData3.0-5
caret6.0-94carfima2.0.2
caribou1.1-1carrier0.1.1
cartogram0.3.0Cascade2.1
CascadeData1.4CAST0.9.0
castor1.8.0cate1.1.1
caTools1.18.2catR3.17
causact0.5.4CausalImpact1.3.0
CAvariants6.0CB21.3.4
cbioportalR1.1.0cbsodataR1.0.1
ccaPP0.3.3cccp0.3-1
cdlTools0.15CDM8.2-6
CDNmoney2012.4-2cds1.0.3
CellNOptR1.46.0cellranger1.1.0
censReg0.5-36censusapi0.8.0
CEoptim1.3CePa0.8.0
CeRNASeek2.1.3cfbfastR1.9.0
CFtime1.3.0ChainLadder0.2.18
chandwich1.1.6changepoint2.2.4
changepoint.geo1.0.2changepoint.np1.0.5
checkLuhn1.1.0checkmate2.3.1
checkpoint1.0.2chem.databases1.0.0
ChemoSpec6.1.10ChemoSpecUtils1.0.4
cherryblossom0.1.0chess1.0.1
chilemapas0.3.0chk0.9.1
CHNOSZ2.1.0choiceDes0.9-3
CholWishart1.1.2choroplethr3.7.3
choroplethrMaps1.0.1chromoMap4.1.1
chromote0.2.0chron2.3-61
cifti0.4.5cinterpolate1.0.1
circlize0.4.16CircSpaceTime0.9.0
CircStats0.2-6circular0.5-0
ciTools0.6.1Ckmeans.1d.dp4.3.5
Claddis0.6.3clarabel0.5.1
clarifai0.4.2classInt0.4-10
cli3.6.2clifro3.2-5
climatol4.0.0clime0.5.0
clinDR2.4.1clinfun1.1.5
clinicalsignificance2.0.0clinPK0.13.0
clinsig1.2clipr0.8.0
clisymbols1.2.0clmplus0.1.0
clock0.7.0clubSandwich0.5.10
clue0.3-65clustDRM0.1-0
clusterGeneration1.3.8clusterPower0.7.0
clusterSEs2.6.5clustMixType0.3-14
ClustVarLV2.1.1clv0.3-2.4
cmaes1.0-12cmaesr1.0.3
CMLS1.0-1cmm1.0
cmocean0.3-1cmprsk2.2-11
cmrutils1.3.1cNORM3.0.4
CNORode1.42.0coalescentMCMC0.4-4
coalitions0.6.24coarseDataTools0.6-6
cobalt4.5.4cobs1.3-7
coconots1.1.3COCONUT1.0.2
cocor1.1-4cocorresp0.4-4
cocron1.0-1coda0.19-4.1
cOde1.1.1coin1.4-3
cointReg0.2.0colf0.1.3
collapse2.0.10collapsibleTree0.1.8
collections0.3.7colorr1.0.0
colorRamps2.3.1colorspace2.1-0
colourpicker1.3.0colourvalues0.3.9
combinat0.0-8combinedevents0.1.1
CombinS1.1-1ComICS1.0.4
CommonJavaJars1.0-6commonmark1.9.1
compare0.2-6compas0.1.1
CompQuadForm1.4.3comprehenr0.6.10
conditionz0.1.0coneproj1.17
conf.design2.0.0config0.3.2
confintr1.0.2conflicted1.2.0
conquer1.3.3conquestr1.3.0
contactdata1.0.0contfrac1.1-12
convevol2.0.1convey1.0.0
coop0.6-3cops1.3-1
copula1.1-3copulaData0.0-1
copulaedas1.4.3cordillera1.0-0
corHMM2.8coro1.0.3
corona0.3.0coronavirus0.4.1
corpcor1.6.10corpora0.6
corporaexplorer0.8.6corrgram1.14
corrplot0.92cosa2.1.0
CoSMoS2.1.0costat2.4.1
countrycode1.5.0CovCombR1.0
COVID193.0.3covid19.analytics2.1.3.3
covid19br0.1.8covid19dbcand0.1.1
covid19france0.1.0covid19italy0.3.1
covid19sf0.1.2covid19swiss0.1.0
covid19us0.1.9CovidMutations0.1.3
cowplot1.1.3cp4p0.3.6
CPBayes1.1.0cpk1.3-1
cplm0.7-12cpp110.4.7
CRABS1.2.0crawl2.3.0
crayon1.5.2crch1.1-2
credentials2.0.1credule0.1.4
crfsuite0.4.2cricketdata0.2.3
cricketr0.0.26CRM1.2.4
crmPack1.0.5crossdes1.1-2
Crossover0.1-21crosstalk1.2.1
crs0.15-37crseEventStudy1.2.2
crsmeta0.3.0crul1.4.0
crunch1.30.4crunchy0.3.3
cSEM0.5.0CSGo0.6.7
cshapes2.0csodata1.4.2
cstab0.2-2csv0.6.2
ctbi2.0.5ctmcmove1.2.9
ctmm1.2.0ctrdata1.17.2
ctsem3.9.1ctsemOMX1.0.6
CTT2.3.3CTTShiny0.1
ctv0.9-5cubature2.1.0
cubble0.3.0cubelyr1.0.2
cubfits0.1-4Cubist0.4.2.1
cumSeg1.3curl5.2.1
cvar0.5cvAUC1.1.4
CVST0.2-3CVXR1.0-12
d3Network0.5.2.1DAAG1.25.4
dae3.2.21daewr1.2-11
dagitty0.3-4DAKS2.1-3
DALEX2.4.3DAMOCLES2.3
data.table1.15.2data.tree1.1.0
DatabaseConnector6.3.2DataExplorer0.8.3
dataone2.2.2datapack1.4.1
datapasta3.1.0dataRetrieval2.7.15
datarobot2.18.5dataseries0.2.0
dataverse0.3.13datawizard0.9.1
date1.2-42dateback1.0.3
datetimeutils0.6-3dbarts0.9-26
dbhydroR0.2-8DBI1.2.2
DBItest1.8.0dbmss2.9-0
dbparser2.0.2dbplyr2.4.0
dbscan1.1-12dbx0.3.1
DChaos0.1-7dclone2.3-2
DCluster0.2-10DClusterm1.0-1
dcov0.1.1dCovTS1.4
dcurver0.9.2ddalpha1.3.15
DDD5.2.2dde1.0.5
DDPM0.1.0deBInfer0.4.4
debugme1.1.0decompr6.4.0
deducorrect1.3.7deductive1.0.0
DeductiveR1.0.0deeptime1.0.1
Delaporte8.3.0DelayedArray0.26.7
DelayedMatrixStats1.22.6deldir2.0-4
deltaPlotR1.6demography2.0
dendextend1.17.1dendsort0.3.4
densEstBayes1.0-2.2DEoptim2.2-8
DEoptimR1.1-3depmix0.9.16
depmixS41.5-0DepthProc2.1.5
depthTools0.7Deriv4.1.3
derivmkts0.2.5desc1.4.3
DescTools0.99.54DESeq21.40.2
designmatch0.5.4desiR1.2.2
desirability2.1deSolve1.40
desplot1.10devtools2.4.5
dexter1.4.0dextergui0.2.6
dexterMST0.9.6dfcomb3.1-1
dfcrm0.2-2.1dfidx0.0-5
DFIT1.1dfms0.2.1
dfmta1.7-3dfoptim2023.1.0
dfped1.1dfpk3.5.1
DGEobj1.1.2DGEobj.utils1.0.6
DHARMa0.4.6DHS.rates0.9.2
diagis0.2.3diagonals6.4.0
diagram1.6.5DiagrammeR1.0.11
dials1.2.1DiceDesign1.10
DiceEval1.6.1DiceKriging1.6.0
DiceView2.2-0dichromat2.0-0.1
DICOMread0.0.0.3did2.1.2
did2s1.0.2didimputation0.3.0
DIFboost0.3DiffCorr0.4.3
diffEnrich0.1.2diffobj0.3.5
diffpriv0.4.2diffusion0.2.7
DIFlasso1.0-4difNLR1.4.2-1
DIFplus1.1difR5.1
DIFtree3.1.6digest0.6.34
DIMORA0.3.6dimRed0.2.6
dina2.0.0DiPALM1.2
dipsaus0.2.8diptest0.77-0
Dire2.2.0DIRECT1.1.0
directlabels2024.1.21directPA1.5.1
dirichletprocess0.4.2dirmult0.1.3-5
disaggR1.0.5.2DIscBIO1.2.2
DiscreteFDR1.3.7discretization1.0-1.1
dispRity1.8DistatisR1.1.1
distcrete1.0.3distfree.cr1.5.1
distill1.6distory1.4.4
distr2.9.3distrEx2.9.2
distributional0.4.0distributions30.2.1
DistributionUtils0.6-1distrom1.0.1
distrTeach2.9.1dittodb0.1.7
diversitree0.10-0divest1.0.0
divseg0.0.5dLagM1.1.13
dlm1.1-6dlnm2.4.7
dlsem2.4.6dlstats0.1.7
dm1.0.10dmri.tracking0.1.0
dnapath0.7.4doBy4.6.20
doc2vec0.2.0docopt0.7.1
docopulae0.4.0DoE.base1.2-4
DoE.MIParray1.0-1DoE.wrapper0.12
doFuture1.0.1doMC1.3.8
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