statistical-learning
There are 625 repositories under statistical-learning topic.
owainlewis/awesome-artificial-intelligence
A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
JWarmenhoven/ISLR-python
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
BayesWitnesses/m2cgen
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
szcf-weiya/ESL-CN
The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。
benedekrozemberczki/awesome-decision-tree-papers
A collection of research papers on decision, classification and regression trees with implementations.
hardikkamboj/An-Introduction-to-Statistical-Learning
This repository contains the exercises and its solution contained in the book "An Introduction to Statistical Learning" in python.
tirthajyoti/Papers-Literature-ML-DL-RL-AI
Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning
wzyonggege/statistical-learning-method
《统计学习方法》笔记-基于Python算法实现
DrWaleedAYousef/Teaching
Teaching Materials for Dr. Waleed A. Yousef
empathy87/The-Elements-of-Statistical-Learning-Python-Notebooks
A series of Python Jupyter notebooks that help you better understand "The Elements of Statistical Learning" book
unpingco/Python-for-Probability-Statistics-and-Machine-Learning
Jupyter Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"
smartcorelib/smartcore
A comprehensive library for machine learning and numerical computing. The library provides a set of tools for linear algebra, numerical computing, optimization, and enables a generic, powerful yet still efficient approach to machine learning.
machinelearnjs/machinelearnjs
Machine Learning library for the web and Node.
qx0731/Sharing_ISL_python
An Introduction to Statistical Learning with Applications in PYTHON
JuliaEarth/GeoStats.jl
An extensible framework for geospatial data science and geostatistical modeling fully written in Julia
JiashuWu/Books
My book list
maitbayev/the-elements-of-statistical-learning
My notes and codes (jupyter notebooks) for the "The Elements of Statistical Learning" by Trevor Hastie, Robert Tibshirani and Jerome Friedman
shengliu66/ELR
Official Implementation of Early-Learning Regularization Prevents Memorization of Noisy Labels
dgkim5360/the-elements-of-statistical-learning-notebooks
Jupyter notebooks for summarizing and reproducing the textbook "The Elements of Statistical Learning" 2/E by Hastie, Tibshirani, and Friedman
a-martyn/ISL-python
Solutions to labs and excercises from An Introduction to Statistical Learning, as Jupyter Notebooks.
khanhnamle1994/statistical-learning
Lecture Slides and R Sessions for Trevor Hastie and Rob Tibshinari's "Statistical Learning" Stanford course
translationalneuromodeling/tapas
TAPAS - Translational Algorithms for Psychiatry-Advancing Science
decisionintelligence/TFB
TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods (PVLDB 2024) https://arxiv.org/pdf/2403.20150.pdf
Relph1119/statistical-learning-method-camp
统计学习方法训练营课程作业及答案，视频笔记在线阅读地址：https://relph1119.github.io/statistical-learning-method-camp
hao-lh/the-books-making-you-better
A list of time-lasting classic books, which not only help you figure out how it works, but also grasp when it works and why it works in that way.
onmee/ISLR-Answers
Solutions to exercises from Introduction to Statistical Learning (ISLR 1st Edition)
tndoan/ISLR.jl
JuliaLang version of "An Introduction to Statistical Learning: With Applications in R"
RatulGhosh/awesome-machine-learning
:book: List of some awesome university courses for Machine Learning! Feel free to contribute!
madrury/py-glm
Generalized Linear Models in Sklearn Style
lakshmiDRIP/DROP
Fixed Income Analytics, Portfolio Construction Analytics, Transaction Cost Analytics, Counter Party Analytics, Asset Backed Analytics
hyunblee/ISLR-with-Python
Introduction to Statistical Learning with R을 Python으로
equitable-equations/youtube
Materials to support learning with my YouTube channel, https://www.youtube.com/c/EquitableEquations.
daviddalpiaz/r4sl
:chart_with_upwards_trend: Machine Learning from the perspective of a Statistician using R
dobriban/stat-ml-edu
Resources for education in statistics and machine learning: from advanced undergraduate to research level
aml4td/website
Website sources for Applied Machine Learning for Tabular Data
gyuho/dplearn
Learn Deep Learning The Hard Way