R Machine Learning

Open-source R projects categorized as Machine Learning
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Topics: #R #r-package #Data Science #Rstats #time-series
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Top 21 R Machine Learning Projects

  • timetk

    Time series analysis in the `tidyverse`

    Project mention: Good package or tidy way of sliding time series forecasting windows for backtesting? | reddit.com/r/rstats | 2022-11-17

    I was looking for something similar a bit ago and settled on timetk and modeltime. It's been a while since I worked with these and I never got deep enough in my own project to fully explore them, so unfortunately all I can offer are the links; however this should get you what you're looking for

  • modeltime

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

    Project mention: Cross Validating Time Series Models in R | reddit.com/r/rstats | 2023-03-16

    Check out the ModelTime package: https://business-science.github.io/modeltime/

  • SonarLint

    Clean code begins in your IDE with SonarLint. Up your coding game and discover issues early. SonarLint is a free plugin that helps you find & fix bugs and security issues from the moment you start writing code. Install from your favorite IDE marketplace today.

  • tweetbotornot

    🤖 R package for detecting Twitter bots via machine learning

  • voice-gender

    Gender recognition by voice and speech analysis

    Project mention: I need help for a project, Trans-voice database or library (vocal training/voice recognition) | reddit.com/r/transvoice | 2022-10-17

  • vip

    Variable Importance Plots (VIPs)

  • textfeatures

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

  • ggshakeR

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

  • InfluxDB

    Access the most powerful time series database as a service. Ingest, store, & analyze all types of time series data in a fully-managed, purpose-built database. Keep data forever with low-cost storage and superior data compression.

  • ParBayesianOptimization

    Parallelizable Bayesian Optimization in R

  • tweetbotornot2

    🔍🐦🤖 Detect Twitter Bots!

  • mlr3learners

    Recommended learners for mlr3

  • 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!

    Project mention: Algo-Trading: NEW Extended Research - star count:60.0 | reddit.com/r/algoprojects | 2022-11-05

  • miceRanger

    miceRanger: Fast Imputation with Random Forests in R

  • rdomains

    Classifying the content of domains

    Project mention: Difference between tech and computer categories | reddit.com/r/datacurator | 2022-08-11

    https://github.com/themains/rdomains/blob/master/data-raw/dmoz/ has the full DMOZ tree, but it's about 5-6 years old.

  • lmtp

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

  • vimp

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

    Project mention: Is it possible to use cross-validation to estimate the reliability of a specific predictor? | reddit.com/r/rstats | 2022-08-06

    Check out the VIMP package https://github.com/bdwilliamson/vimp and related paper http://proceedings.mlr.press/v119/williamson20a.html

  • healthyR.ts

    A time-series companion package to healthyR

    Project mention: 49x speed up makes me happy and means I learned something new. | reddit.com/r/rstats | 2023-01-09

    git history

  • 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

    Project mention: Boilerplate XGBoost function with {healthyR.ai} | reddit.com/r/rstats | 2023-01-20

    Code to the function in the post: https://github.com/spsanderson/healthyR.ai/blob/HEAD/R/boilerplate-xgboost.R

  • tmle3mopttx

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

  • r-naive-bayes-showcase

    Naive Bayes classifier in R

    Project mention: Show HN: Bonito – the Hassle free text classifier in R | news.ycombinator.com | 2022-09-23

  • R-Guide

    R Guide

  • SaaSHub

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

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). The latest post mention was on 2023-03-16.

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 timetk 551
2 modeltime 441
3 tweetbotornot 383
4 voice-gender 297
5 vip 180
6 textfeatures 161
7 ggshakeR 99
8 ParBayesianOptimization 97
9 tweetbotornot2 86
10 mlr3learners 78
11 Algo-Trading 73
12 miceRanger 49
13 rdomains 47
14 lmtp 40
15 vimp 19
16 healthyR.ts 15
17 causalglm 12
18 healthyR.ai 10
19 tmle3mopttx 9
20 r-naive-bayes-showcase 5
21 R-Guide 3

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