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deeplearning

Python for Deep Learning，《深度学习》数学推导、原理与代码实现

deeplearning-models

A collection of various deep learning architectures, models, and tips

ds-cheatsheets

List of Data Science Cheatsheets to rule the world

eat_tensorflow2_in_30_days

Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋

forceatlas2

Fastest Gephi's ForceAtlas2 graph layout algorithm implemented for Python and NetworkX

free-programming-books

:books: Freely available programming books

fucking-algorithm

手把手撕LeetCode题目，扒各种算法套路的裤子。English version supported! Crack LeetCode, not only how, but also why.

generative_deep_learning_2nd_edition

The official code repository for the second edition of the O'Reilly book Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play.

git_book

教材对应的源码

hands-on-ml-zh

:book: [译] Sklearn 与 TensorFlow 机器学习实用指南

hello-algorithm

🙈🙉🙊 本项目包括：1、我写的三十万字图解算法题典 2、100 张 IT 相关超清思维导图 3、100 篇大厂面经汇总 4、各语言编程电子书 100 本 5、English version supported !!! 🚀🚀 国人项目上榜首不易，右上角助力一波！干就对了，奥利给 ！🚀🚀

interpretable-ml-book

Book about interpretable machine learning

interpretablemlbook

《可解释的机器学习--黑盒模型可解释性理解指南》，该书为《Interpretable Machine Learning》中文版

interpy-zh

📘《Python进阶》（Intermediate Python 中文版）

interviews

Everything you need to know to get the job.

jalammar.github.io

Build a Jekyll blog in minutes, without touching the command line.

joyful-pandas

Pandas中文教程

learn-python3

Jupyter notebooks for teaching/learning Python 3

learn-regex

Learn regex the easy way

learning-bioinformatics-at-home

resources for learning bioinformatics

machine-learning-code-writing

Mathematical derivation and pure Python code implementation of machine learning algorithms.

machinelearninginaction-camp

mathiomica

MathIOmica is a Mathematica package for omics data analyses

megacov

Mega-COV: A Billion-Scale Dataset of 100+ Languages for COVID-19

ml-startup-success

ICAIF 2021 Paper "A Machine Learning Approach to Detect Early Signs of Startup Success"

nlp-class

A Natural Language Processing course taught by Professor Ghassemi

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

numpy-ml

Machine learning, in numpy

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media