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The Top 23 Statistical Learning Open Source Projects

Open source projects categorized as Statistical Learning
Categories > Statistical Learning
Awesome Artificial Intelligence ⭐ 8,777
A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
most recent commit 3 months ago
Islr Python ⭐ 3,742
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
most recent commit a year ago
M2cgen ⭐ 2,411
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
dependent packages 3total releases 13most recent commit a year agopypi m2cgen} Downloads
Esl Cn ⭐ 2,283
The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。
most recent commit 5 months ago
Awesome Decision Tree Papers ⭐ 2,266
A collection of research papers on decision, classification and regression trees with implementations.
most recent commit 3 months ago
Papers Literature Ml Dl Rl Ai ⭐ 1,798
Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning
most recent commit a year ago
An Introduction To Statistical Learning ⭐ 1,481
This repository contains the exercises and its solution contained in the book "An Introduction to Statistical Learning" in python.
most recent commit 3 years ago
Statistical Learning Method ⭐ 1,259
《统计学习方法》笔记-基于Python算法实现
most recent commit 6 years ago
Teaching ⭐ 802
Teaching Materials for Dr. Waleed A. Yousef
most recent commit a year ago
Smartcore ⭐ 600
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.
dependent packages 5total releases 6most recent commit 3 months agocargo smartcore} Downloads
Machinelearnjs ⭐ 532
Machine Learning library for the web and Node.
dependent packages 5total releases 9most recent commit a year agonpm machinelearn} Downloads
Geostats.jl ⭐ 472
An extensible framework for geospatial data science and geostatistical modeling fully written in Julia
most recent commit 3 months ago
Tick ⭐ 453
Module for statistical learning, with a particular emphasis on time-dependent modelling
dependent packages 1total releases 23most recent commit 3 months agopypi tick} Downloads
The Elements Of Statistical Learning Python Notebooks ⭐ 441
A series of Python Jupyter notebooks that help you better understand "The Elements of Statistical Learning" book
most recent commit 3 years ago
The Elements Of Statistical Learning ⭐ 317
My notes and codes (jupyter notebooks) for the "The Elements of Statistical Learning" by Trevor Hastie, Robert Tibshirani and Jerome Friedman
most recent commit 2 years ago
Elr ⭐ 245
Official Implementation of Early-Learning Regularization Prevents Memorization of Noisy Labels
most recent commit a year ago
Nonconformist ⭐ 218
Python implementation of the conformal prediction framework.
dependent packages 5total releases 14most recent commit 3 years agopypi nonconformist} Downloads
Statistical Learning ⭐ 206
Lecture Slides and R Sessions for Trevor Hastie and Rob Tibshinari's "Statistical Learning" Stanford course
most recent commit 6 years ago
The Elements Of Statistical Learning Notebooks ⭐ 197
Jupyter notebooks for summarizing and reproducing the textbook "The Elements of Statistical Learning" 2/E by Hastie, Tibshirani, and Friedman
most recent commit 6 years ago
Tapas ⭐ 194
TAPAS - Translational Algorithms for Psychiatry-Advancing Science
most recent commit 5 months ago
Statistical Learning Method Camp ⭐ 189
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.gith
most recent commit 3 years ago
Sharing_isl_python ⭐ 188
An Introduction to Statistical Learning with Applications in PYTHON
most recent commit 2 years ago
The Books Making You Better ⭐ 169
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.
most recent commit 3 months ago
The 7 Most Depended On Statistical Learning Open Source Projects
Nonconformist ⭐ 218
Python implementation of the conformal prediction framework.
dependent packages 5total releases 14latest release June 20, 2017most recent commit 3 years agopypi nonconformist} Downloads
Machinelearnjs ⭐ 532
Machine Learning library for the web and Node.
dependent packages 5total releases 9latest release August 03, 2019most recent commit a year agonpm machinelearn} Downloads
Ccdralgorithm ⭐ 5
Structure learning for Bayesian networks using the CCDr algorithm.
dependent packages 1total releases 6latest release April 12, 2022most recent commit 6 years ago
Tick ⭐ 453
Module for statistical learning, with a particular emphasis on time-dependent modelling
dependent packages 1total releases 23latest release May 24, 2020most recent commit 3 months agopypi tick} Downloads
Sperrorest ⭐ 17
Spatial error estimation and variable importance
dependent packages 1total releases 11latest release November 19, 2021most recent commit a year ago
The 10 Latest Releases In Statistical Learning Open Source Projects
Tensap ⭐ 17
Tensor Approximation Package: a Python package for the approximation of functions and tensors.
total releases 5latest release January 10, 2023most recent commit 9 months ago
Ccdralgorithm ⭐ 5
Structure learning for Bayesian networks using the CCDr algorithm.
dependent packages 1total releases 6latest release April 12, 2022most recent commit 6 years ago
Sperrorest ⭐ 17
Spatial error estimation and variable importance
dependent packages 1total releases 11latest release November 19, 2021most recent commit a year ago
Netspot ⭐ 5
A simple IDS with statistical learning
total releases 8latest release April 23, 2021most recent commit 2 years ago
Tick ⭐ 453
Module for statistical learning, with a particular emphasis on time-dependent modelling
dependent packages 1total releases 23latest release May 24, 2020most recent commit 3 months agopypi tick} Downloads
Machinelearnjs ⭐ 532
Machine Learning library for the web and Node.
dependent packages 5total releases 9latest release August 03, 2019most recent commit a year agonpm machinelearn} Downloads
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