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ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

an-introduction-to-statistical-learning

This repository contains the exercises and its solution contained in the book "An Introduction to Statistical Learning" in python.

awesome-cs-books

经典编程书籍大全，涵盖：计算机系统与网络、系统架构、算法与数据结构、前端开发、后端开发、移动开发、数据库、测试、项目与团队、程序员职业修炼、求职面试等

bootstrap

The most popular HTML, CSS, and JavaScript framework for developing responsive, mobile first projects on the web.

code

Whenever i found some snippet useful, i save it here.

docs

API Documentation for Handsontable

dtreeviz

A python library for decision tree visualization and model interpretation.

hands-on-ml-zh

:book: [译] Sklearn 与 TensorFlow 机器学习实用指南【版权问题，网站已下线！！】

hands-on-ml-zh-1

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

isl-python

Solutions to labs and excercises from An Introduction to Statistical Learning, as Jupyter Notebooks.

islr-python

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

learningx

Deep & Classical Reinforcement Learning + Machine Learning Examples in Python

lightgbm

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

machine-learning

:zap:机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

ml_books

宗旨：构建全球最大的ML相关的学习书籍平台（吹个大牛）

numpy-100

100 numpy exercises (with solutions)

numpy-ml

Machine learning, in numpy

numpy_exercises

Numpy exercises.

pandas-tutorial

适合初级到中级晋升者，有了体系之后就看熟练度了。

python3-cookbook

《Python Cookbook》 3rd Edition Translation

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

pythonpark

Python 开源项目之「自学编程之路」，保姆级教程：AI实验室、宝藏视频、数据结构、学习指南、机器学习实战、深度学习实战、网络爬虫、大厂面经、程序人生、资源分享。

the-flask-mega-tutorial-zh

翻译自Miguel Grinberg的blog https://blog.miguelgrinberg.com 的2017年新版The Flask Mega-Tutorial教程

unlock-music

Unlock encrypted music file in browser. 在浏览器中解锁加密的音乐文件。