R Machine Learning

Open-source R projects categorized as Machine Learning

Top 23 R Machine Learning Projects

  • mlr3

    mlr3: Machine Learning in R - next generation

  • timetk

    Time series analysis in the `tidyverse`

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

    InfluxDB logo
  • modeltime

    Modeltime unlocks time series forecast models and machine learning in one framework

  • tweetbotornot

    🤖 R package for detecting Twitter bots via machine learning

  • voice-gender

    Gender recognition by voice and speech analysis

  • vip

    Variable Importance Plots (VIPs)

  • textfeatures

    👷‍♂️ A simple package for extracting useful features from character objects 👷‍♀️

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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  • ggshakeR

    An analysis and visualization R package that works with publicly available soccer data

  • Algo-Trading

    This is my github repository where I post trading strategies, tutorials and research on quantitative finance with R, C++ and Python. Some of the topics explored include: machine learning, high frequency trading, NLP, technical analysis and more. Hope you enjoy it!

  • ParBayesianOptimization

    Parallelizable Bayesian Optimization in R

  • tweetbotornot2

    🔍🐦🤖 Detect Twitter Bots!

  • mlr3learners

    Recommended learners for mlr3

  • miceRanger

    miceRanger: Fast Imputation with Random Forests in R

  • lmtp

    :package: Non-parametric Causal Effects Based on Modified Treatment Policies :crystal_ball:

  • rdomains

    Classifying the content of domains

  • Project mention: How do you store interest-based content? Do I store that content in separate filetype folders or a single folder with sub-directories for each media type? | /r/datacurator | 2023-12-05

    If you want ideas for categories, have a look at the DMOZ category tree; looking for "electronics" plus some editing gave me this tree:

  • protr

    🧬 Toolkit for generating various numerical features of protein sequences

  • Project mention: protr VS seqinr - a user suggested alternative | libhunt.com/r/protr | 2024-05-05
  • modeltime.h2o

    Forecasting with H2O AutoML. Use the H2O Automatic Machine Learning algorithm as a backend for Modeltime Time Series Forecasting.

  • copent

    R package for estimating copula entropy (mutual information), transfer entropy (conditional mutual information), and the statistic for multivariate normality test and two-sample test

  • vimp

    Perform inference on algorithm-agnostic variable importance (by bdwilliamson)

  • mlr3hyperband

    Successive Halving and Hyperband in the mlr3 ecosystem

  • Project mention: How Do I Perform Hyperparameter Optimization for a Non-Toy Dataset in R Using mlr3hyperband? | /r/rprogramming | 2023-05-07

    that I want to use to train an XGBoost predictive model. Now under the example given by the mlr3hyperband documentation, the steps to perform hyperparameter optimization are as follows:

  • causalglm

    Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targeted machine-learning

  • healthyR.ts

    A time-series companion package to healthyR

  • healthyR.ai

    healthyR.ai - AI package for the healthyverse

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

R Machine Learning related posts

  • protr VS seqinr - a user suggested alternative

    2 projects | 5 May 2024
  • Good package or tidy way of sliding time series forecasting windows for backtesting?

    2 projects | /r/rstats | 17 Nov 2022
  • Algo-Trading: NEW Extended Research - star count:60.0

    1 project | /r/algoprojects | 5 Nov 2022
  • Algo-Trading: NEW Extended Research - star count:60.0

    1 project | /r/algoprojects | 4 Nov 2022
  • Algo-Trading: NEW Extended Research - star count:60.0

    1 project | /r/algoprojects | 3 Nov 2022
  • Algo-Trading: NEW Extended Research - star count:60.0

    1 project | /r/algoprojects | 2 Nov 2022
  • Algo-Trading: NEW Extended Research - star count:60.0

    1 project | /r/algoprojects | 1 Nov 2022
  • A note from our sponsor - SaaSHub
    www.saashub.com | 6 May 2024
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Index

What are some of the best open-source Machine Learning projects in R? This list will help you:

Project Stars
1 mlr3 880
2 timetk 597
3 modeltime 501
4 tweetbotornot 385
5 voice-gender 331
6 vip 186
7 textfeatures 167
8 ggshakeR 110
9 Algo-Trading 100
10 ParBayesianOptimization 99
11 tweetbotornot2 89
12 mlr3learners 87
13 miceRanger 61
14 lmtp 53
15 rdomains 53
16 protr 51
17 modeltime.h2o 38
18 copent 38
19 vimp 21
20 mlr3hyperband 18
21 causalglm 17
22 healthyR.ts 17
23 healthyR.ai 13

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