statistical-learning · GitHub Topics

owainlewis / awesome-artificial-intelligence

#计算机科学#A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.

机器学习人工智能 reinforcement-learning intelligent-systems 深度学习 intelligent-machines statistical-learning unsupervised-learning 神经网络

11.96 k

6 个月前

JWarmenhoven / ISLR-python

#计算机科学#An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

机器学习 predictive-modeling statistical-learning

Jupyter Notebook 4.33 k

3 年前

BayesWitnesses / m2cgen

#计算机科学#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

机器学习 scikit-learn statistical-learning xgboost lightgbm Java Python C JavaScript Go C#PHP R Dart lightning Haskell Ruby Rust

Python 2.88 k

10 个月前

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

#计算机科学#Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning

深度学习机器学习人工智能神经网络 Bukkit learning-theory reinforcement-learning statistical-learning data-mining 统计 pattern-recognition 数据科学 silicon hardware game-theory literature

2.61 k

2 年前

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。

esl statistical-learning R Julia 语言 Python C++

Jupyter Notebook 2.57 k

2 个月前

hardikkamboj / An-Introduction-to-Statistical-Learning

#计算机科学#This repository contains the exercises and its solution contained in the book "An Introduction to Statistical Learning" in python.

datascience 机器学习 statistical-learning Python

Jupyter Notebook 2.42 k

9 个月前

benedekrozemberczki / awesome-decision-tree-papers

#计算机科学#A collection of research papers on decision, classification and regression trees with implementations.

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

Python 2.4 k

1 年前

wzyonggege / statistical-learning-method

《统计学习方法》笔记-基于Python算法实现

Python statistical-learning

Jupyter Notebook 2.11 k

7 年前

DrWaleedAYousef / Teaching

#计算机科学#Teaching Materials for Dr. Waleed A. Yousef

计算机科学数学数据科学数据结构数据可视化图像处理 linear-algebra optimization pattern-recognition 机器学习统计 statistical-learning statistical-models 编程 probability

Mathematica 1.01 k

1 年前

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

#计算机科学#A series of Python Jupyter notebooks that help you better understand "The Elements of Statistical Learning" book

机器学习数据科学 Python statistical-learning 教程 scikit-learn Tensorflow 数据分析

Jupyter Notebook 890

4 年前

decisionintelligence / TFB

#计算机科学#[PVLDB 2024 Best Paper Nomination] TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods

benchmarking time-series time-series-forecasting 深度学习 statistical-learning

Python 847

11 天前

smartcorelib / smartcore

#计算机科学#A comprehensive library for machine learning and numerical computing. Apply Machine Learning with Rust leveraging first principles.

机器学习 statistical-learning statistical-models Rust clustering classification regression model-selection scientific-computing

Rust 800

14 天前

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

#计算机科学#Jupyter Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"

Jupyter Notebook Python 机器学习 book books probability 统计 statistical-analysis statistical-learning statistical-tests

Jupyter Notebook 777

3 年前

JuliaEarth / GeoStats.jl

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

geospatial geo 统计 datascience Geographic Information System statistical-learning

Julia 543

4 天前

qx0731 / Sharing_ISL_python

#计算机科学#An Introduction to Statistical Learning with Applications in PYTHON

机器学习 Python R statistical-learning

Jupyter Notebook 541

3 年前

machinelearnjs / machinelearnjs

#计算机科学#Machine Learning library for the web and Node.

机器学习 easy-to-use minimalistic Web Node.js statistical-learning random-forest svm feature-extraction data-preprocessing probabilistic-models structured-data

TypeScript 541

9 天前

maitbayev / the-elements-of-statistical-learning

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

机器学习统计 Python Jupyter Notebook statistical-learning textbook

Jupyter Notebook 414

3 年前

a-martyn / ISL-python

#计算机科学#Solutions to labs and excercises from An Introduction to Statistical Learning, as Jupyter Notebooks.

机器学习 statistical-learning supervised-learning linear-regression logistic-regression random-forest boosting-algorithms Bootstrap pca lda

Jupyter Notebook 332

1 年前

shengliu66 / ELR

#计算机科学#Official Implementation of Early-Learning Regularization Prevents Memorization of Noisy Labels

noisy-labels 深度学习 statistical-learning

Python 296

2 年前