R

R is a free programming language and software environment for statistical computing and graphics. R has a wide variety of statistical linear and non-linear modeling and provides numerous graphical techniques.

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microsoft /ML-For-Beginners

Star83.8k

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

python education data-science machine-learning r scikit-learn machine-learning-algorithms ml machinelearning machinelearning-python scikit-learn-python microsoft-for-beginners

UpdatedFeb 6, 2026
Jupyter Notebook

apache /spark

Star42.8k

Apache Spark - A unified analytics engine for large-scale data processing

python java r scala sql big-data spark jdbc

UpdatedFeb 20, 2026
Scala

facebook /prophet

Star20k

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

python r forecasting

UpdatedFeb 20, 2026
Python

microsoft /LightGBM

Star18.1k

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

microsoft python machine-learning data-mining r parallel distributed kaggle gbdt gbm lightgbm gbrt decision-trees gradient-boosting

UpdatedFeb 19, 2026
C++

FavioVazquez /ds-cheatsheets

Star16.2k

List of Data Science Cheatsheets to rule the world

python r programming spark jupyter datascience cheatsheet

UpdatedJul 18, 2024

kanaka /mal

Star10.6k

mal - Make a Lisp

javascript ruby python c java c-sharp bash swift docker php c-plus-plus clojure r scala lisp makefile webassembly learn-to-code mal lisp-interpreter

UpdatedOct 22, 2025
Assembly

HugoBlox /kit

Star10k

⚡ The Open Research Copilot. Build high-perf Portfolios, Lab Sites & Docs in Markdown + Jupyter. 100% Data Control. 🦫 数据科学家的开源 Copilot。一键部署 👇

blog theme static-site-generator cms github-pages hugo-theme portfolio data-science r jupyter hugo rstudio academic documentation-tool blog-engine rmarkdown website-builder open-science page-builder netlify

UpdatedFeb 19, 2026
HTML

catboost /catboost

Star8.8k

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

python data-science machine-learning data-mining tutorial r big-data gpu cuda kaggle gbdt gbm gpu-computing decision-trees gradient-boosting coreml catboost categorical-features

UpdatedFeb 20, 2026
C++

h2oai /h2o-3

Star7.5k

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.