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100-days-of-ml-code

100 Days of ML Coding

ai-learning-roadmap

Ai Learning Roadmap based on lots of open course sources and book materials. 我总结的 AI 学习路径。

ai-surveys

整理AI相关领域的一些综述

algorithm-pattern

算法模板，最科学的刷题方式，最快速的刷题路径，你值得拥有~

awesome-cpp

A curated list of awesome C++ (or C) frameworks, libraries, resources, and shiny things. Inspired by awesome-... stuff.

awesome-tensorflow

TensorFlow - A curated list of dedicated resources http://tensorflow.org

cnn-explainer

Learning Convolutional Neural Networks with Interactive Visualization.

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

cplusplusthings

C++那些事

cpp_learning_all

程序员相关电子书资料

cs224n-2019

Stanford cs224n 2019 homework

dea

Data Envelopment Analysis 資料包絡分析

dea-1

Data Envelopment Analysis Modules

deamatlab

Data Envelopment Analysis Toolbox for MATLAB

ds-cheatsheets

List of Data Science Cheatsheets to rule the world

easy-rl

强化学习中文教程（蘑菇书），在线阅读地址：https://datawhalechina.github.io/easy-rl/

eat_tensorflow2_in_30_days

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

envelopment-py

Data Envelopment Analysis implementation in Python

exercise.yiyiyi.io

123another

free-programming-books

:books: Freely available programming books

free-programming-books-zh_cn

:books: 免费的计算机编程类中文书籍，欢迎投稿

gbdt_simple_tutorial

python实现GBDT的回归、二分类以及多分类，将算法流程详情进行展示解读并可视化，庖丁解牛地理解GBDT。Gradient Boosting Decision Trees regression, dichotomy and multi-classification are realized based on python, and the details of algorithm flow are displayed, interpreted and visualized to help readers better understand Gradient Boosting Decision

geant4

Geant4 toolkit for the simulation of the passage of particles through matter - NIM A 506 (2003) 250-303

github_pages_learning

gurobi-python

Learning how to use gurobi with python (in chinese)

hello-world

let's start

introduction_to_ml_with_python

Notebooks and code for the book "Introduction to Machine Learning with Python"

islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

joyful-pandas

Pandas中文教程

lihang-code

《统计学习方法》的代码实现