lwkbob

pyprobml

Python code for "Probabilistic Machine learning" book by Kevin Murphy

ML-NLP

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

BiteSizeBayes

An introduction to Bayesian statistics using Python and (coming soon) R.

joyful-pandas

pandas中文教程

scikit-geometry

Scientific Python Geometric Algorithms Library

qgis-earthengine-examples

A collection of 300+ Python examples for using Google Earth Engine in QGIS

BigData-Notes

大数据入门指南 :star:

folio-2019

cinolib

A generic programming header only C++ library for processing polygonal and polyhedral meshes

industry-machine-learning

A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)

ai-edu

AI education materials for Chinese students, teachers and IT professionals.

parso

A Python Parser

interview_internal_reference

2023年最新总结，阿里，腾讯，百度，美团，头条等技术面试题目，以及答案，专家出题人分析汇总。

homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

graph-based-deep-learning-literature

links to conference publications in graph-based deep learning

Machine-Learning

机器学习原理

Virgilio

Your new Mentor for Data Science E-Learning.

awesome-python-login-model

😮python模拟登陆一些大型网站，还有一些简单的爬虫，希望对你们有所帮助❤️，如果喜欢记得给个star哦🌟

Awesome-Geospatial

Long list of geospatial tools and resources

slick-dnn

Tiny and elegant deep learning library

dataviz

A book covering the fundamentals of data visualization

probmods2

probmods 2: electric boogaloo

GNNPapers

Must-read papers on graph neural networks (GNN)

Machine-Learning-Session

programmers-introduction-to-mathematics

Code for A Programmer's Introduction to Mathematics

Your-first-machine-learning-Project---End-to-End-in-Python

这是一个完整的，端到端的机器学习项目，非常适合有一定基础后拿来练习，以提高对完整机器学习项目的认识

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

pyclustering

pyclustering is a Python, C++ data mining library.

mlcpp

Set of examples of ML approaches implemented in C++

wenshu_spider

**裁判文书网爬虫(2018-08-28更新)