statistical-learning

Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby, F#, Rust) with zero dependencies

javascript ruby python c java go rust php machine-learning haskell r lightning csharp scikit-learn statistical-learning xgboost lightgbm statsmodels dartlang

UpdatedAug 3, 2024
Python

tirthajyoti /Papers-Literature-ML-DL-RL-AI

Star2.8k

Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning

data-science machine-learning data-mining statistics reinforcement-learning deep-learning neural-network hardware paper machine-learning-algorithms statistical-learning artificial-intelligence game-theory pattern-recognition literature silicon learning-theory

UpdatedFeb 18, 2023

szcf-weiya /ESL-CN

Sponsor

Star2.7k

The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。

python r cpp julia statistical-learning esl esl-cn

UpdatedDec 30, 2025
Jupyter Notebook

hardikkamboj /An-Introduction-to-Statistical-Learning

Star2.5k

This repository contains the exercises and its solution contained in the book "An Introduction to Statistical Learning" in python.

python machine-learning statistical-learning datascience

UpdatedSep 23, 2024
Jupyter Notebook

benedekrozemberczki /awesome-decision-tree-papers

Sponsor

Star2.5k

A collection of research papers on decision, classification and regression trees with implementations.

classifier machine-learning random-forest statistical-learning xgboost lightgbm gradient-boosting-machine ensemble-learning cart decision-tree tree-ensemble decision-tree-classifier gradient-boosting classification-trees decision-tree-learning decision-tree-model classification-model catboost regression-tree machine-learning-research

UpdatedDec 28, 2025
Python

wzyonggege /statistical-learning-method

Star2.2k

《统计学习方法》笔记-基于Python算法实现

python statistical-learning

UpdatedJan 9, 2018
Jupyter Notebook

decisionintelligence /TFB

Star1.7k

[PVLDB 2024 Best Paper Nomination] TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods

benchmarking deep-learning time-series statistical-learning time-series-forecasting mechine-learning

UpdatedJan 15, 2026
Shell

DrWaleedAYousef /Teaching

Star1k

Teaching Materials for Dr. Waleed A. Yousef

computer-science data-science machine-learning statistics programming optimization linear-algebra probability mathematics statistical-learning image-processing data-visualization data-structures discrete-mathematics pattern-recognition statistical-models digital-design logic-design analysis-of-algorithms

UpdatedJun 22, 2024
Mathematica

empathy87 /The-Elements-of-Statistical-Learning-Python-Notebooks

Star910

A series of Python Jupyter notebooks that help you better understand "The Elements of Statistical Learning" book

python data-science machine-learning tensorflow sklearn statistical-learning tutorials data-analysis

UpdatedJul 18, 2021
Jupyter Notebook

smartcorelib /smartcore

Star887

A comprehensive library for machine learning and numerical computing. Apply Machine Learning with Rust leveraging first principles.

rust machine-learning clustering machine-learning-algorithms statistical-learning regression rust-lang scientific-computing model-selection classification statistical-models

UpdatedFeb 10, 2026
Rust

unpingco /Python-for-Probability-Statistics-and-Machine-Learning

Star792

Jupyter Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"

python machine-learning statistics books book probability jupyter-notebook statistical-learning statistical-analysis statistical-tests probability-theory statistics-course

UpdatedNov 12, 2022
Jupyter Notebook

JiashuWu /Books

Star683

My book list

android data-science machine-learning natural-language-processing data-mining sql computer-vision deep-learning algorithms book statistical-learning design-patterns reading artificial-intelligence data-structures discrete-mathematics reading-list corpus-linguistics database-systems computer-networking

UpdatedJul 7, 2024

JuliaEarth /GeoStats.jl

Star581

An extensible framework for geospatial data science and geostatistical modeling fully written in Julia

statistics geo geospatial gis statistical-learning datascience geostatistics spatial-statistics

UpdatedFeb 1, 2026
Julia

qx0731 /Sharing_ISL_python

Star557

An Introduction to Statistical Learning with Applications in PYTHON

python machine-learning r statistical-learning introduction-to-programming introduction-to-python introduction-to-statistical-learning

UpdatedJan 3, 2022
Jupyter Notebook

machinelearnjs /machinelearnjs

Star541

Machine Learning library for the web and Node.

machine-learning node web random-forest svm statistical-learning feature-extraction easy-to-use structured-data data-preprocessing minimalistic probabilistic-models

UpdatedFeb 7, 2026
TypeScript

maitbayev /the-elements-of-statistical-learning

Star426

My notes and codes (jupyter notebooks) for the "The Elements of Statistical Learning" by Trevor Hastie, Robert Tibshirani and Jerome Friedman

python machine-learning statistics jupyter-notebook statistical-learning python3 textbook

UpdatedFeb 10, 2026
Jupyter Notebook

a-martyn /ISL-python

Star348

Solutions to labs and excercises from An Introduction to Statistical Learning, as Jupyter Notebooks.

bootstrap machine-learning random-forest linear-regression statistical-learning supervised-learning pca logistic-regression boosting-algorithms lda islr bagging

UpdatedJul 20, 2024
Jupyter Notebook

shengliu66 /ELR

Star300

Official Implementation of Early-Learning Regularization Prevents Memorization of Noisy Labels

deep-learning statistical-learning noisy-labels robust-learning

UpdatedMay 22, 2023
Python

Improve this page

Add a description, image, and links to thestatistical-learning topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with thestatistical-learning topic, visit your repo's landing page and select "manage topics."

Learn more

Movatterモバイル変換

Navigation Menu

Search code, repositories, users, issues, pull requests...

Provide feedback

Saved searches

Use saved searches to filter your results more quickly