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🔧 Use dplyr to analyze Big Data 🐘

R 109 47 Updated Jan 31, 2020

Python package for causal inference using Bayesian structural time-series models.

Python 242 31 Updated Jul 30, 2020

Interview = 简历指南 + 算法题 + 八股文 + 源码分析

Jupyter Notebook 8,977 2,142 Updated Oct 20, 2023

Survival analysis with PyTorch

Python 997 204 Updated Sep 4, 2024

简单粗暴 TensorFlow 2 | A Concise Handbook of TensorFlow 2 | 一本简明的 TensorFlow 2 入门指导教程

Jupyter Notebook 3,925 814 Updated Mar 21, 2023

ROADMAP(Mind Map) and KEYWORD for students those who have interest in learning NLP

3,268 513 Updated Sep 29, 2019

《统计学习方法》的代码实现

Jupyter Notebook 19,600 6,226 Updated Oct 5, 2026

致力于将李航博士《统计学习方法》一书中所有算法实现一遍

Python 5,832 1,928 Updated Apr 29, 2019

《统计学习方法》笔记-基于Python算法实现

Jupyter Notebook 2,194 662 Updated Aug 12, 2026

Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]

Python 6,323 1,586 Updated Aug 5, 2023

Define fortify and autoplot functions to allow ggplot2 to handle some popular R packages.

R 541 67 Updated Sep 30, 2026

AiLearning:数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2

Python 42,578 11,499 Updated Nov 12, 2024

💬 Machine Learning Course with Python:

Python 7,044 1,230 Updated Nov 27, 2024

Code for Stanford CS224u

Jupyter Notebook 2,194 910 Updated Feb 28, 2025

Machine learning, in numpy

Python 16,324 3,736 Updated Oct 29, 2023

List of Data Science Cheatsheets to rule the world

16,363 4,031 Updated Jul 18, 2024

Python - 100天从新手到大师

Jupyter Notebook 187,064 55,780 Updated Jul 29, 2026

All Algorithms implemented in Python

Python 225,205 51,181 Updated Oct 12, 2026

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

Jupyter Notebook 9,502 3,050 Updated Apr 16, 2023

deeplearning.ai(吴恩达老师的深度学习课程笔记及资源)

HTML 21,153 6,151 Updated Oct 5, 2026

Code to accompany Mastering Data Science from PT press

Python 337 252 Updated Apr 10, 2024

邱锡鹏《神经网络与深度学习》第二版与通识版:电子书、章节目录、学习资源与勘误。

19,323 3,682 Updated Sep 6, 2026

Repo for counting stars and contributing. Press F to pay respect to glorious developers.

277,140 20,709 Updated Aug 22, 2025

Code repository for TensorFlow Machine Learning Cookbook by Packt

Python 564 391 Updated Jan 30, 2023

深度学习入门教程, 优秀文章, Deep Learning Tutorial

Jupyter Notebook 17,826 3,877 Updated Apr 21, 2022

吴恩达老师的机器学习课程个人笔记

HTML 37,945 11,184 Updated Oct 5, 2026

🚀 Awesome System for Machine Learning ⚡️ AI System Papers and Industry Practice. ⚡️ System for Machine Learning, LLM (Large Language Model), GenAI (Generative AI). 🍻 OSDI, NSDI, SIGCOMM, SoCC, MLSy…

4,426 415 Updated Jul 25, 2025
1 1 Updated May 1, 2019

深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为18个章节,50余万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系scutjy2015@163.com 版权所有,违权必究 Tan 2018.06

JavaScript 57,659 15,834 Updated Jun 26, 2024

A Whirlwind Tour of Python (正體中文版)

HTML 198 38 Updated Mar 7, 2019
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