R Machine Learning

Open-source R projects categorized as Machine Learning
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Topics: R r-package Data Science time-series Classification
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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.

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  • 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 👷‍♀️

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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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:

  • 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

  • modeltime.h2o

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

  • 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:

  • healthyR.ts

    A time-series companion package to healthyR

  • causalglm

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

  • healthyR.ai

    healthyR.ai - AI package for the healthyverse

  • tmle3mopttx

    🎯 💯 Targeted Learning and Variable Importance for the Causal Effect of an Optimal Individualized Treatment Intervention

  • SaaSHub

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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

Index

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

Project Stars
1 mlr3 879
2 timetk 596
3 modeltime 498
4 tweetbotornot 385
5 voice-gender 331
6 vip 186
7 textfeatures 167
8 ggshakeR 108
9 Algo-Trading 100
10 ParBayesianOptimization 99
11 tweetbotornot2 89
12 mlr3learners 87
13 miceRanger 61
14 lmtp 53
15 rdomains 53
16 copent 38
17 modeltime.h2o 38
18 vimp 21
19 mlr3hyperband 18
20 healthyR.ts 17
21 causalglm 17
22 healthyR.ai 13
23 tmle3mopttx 10

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