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Python Data Science Handbook: full text in Jupyter Notebooks
Learn how to design, develop, deploy and iterate on production-grade ML applications.
PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch:入门与实战》)
The "Python Machine Learning (1st edition)" book code repository and info resource
《Python Cookbook》 3rd Edition Translation
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
Public facing notes page
Build your neural network easy and fast, 莫烦Python中文教学
Visualizations for machine learning datasets
The "Python Machine Learning (2nd edition)" book code repository and info resource
The Udacity open source self-driving car project
Python code for common Machine Learning Algorithms
Go to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained
A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks
Language-Agnostic SEntence Representations
Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"
IPython Parallel: Interactive Parallel Computing in Python
An interactive data visualization tool which brings matplotlib graphics to the browser using D3.
Code, Notebooks and Examples from Practical Business Python
Teaching materials for the machine learning and deep learning classes at Stanford and Cornell
Machine learning algorithms implemented by pure numpy
TOP250豆瓣电影短评:Scrapy 爬虫+数据清理/分析+构建中文文本情感分析模型
An on-line movie recommender using Spark, Python Flask, and the MovieLens dataset
A script that creates train, valid and test datasets for the ranking task from Ubuntu corpus dialogs.
Python package for Bayesian Machine Learning with scikit-learn API
Faster R-CNN for Open Images Dataset by Keras
Applying Data Science and Machine Learning to Solve Real World Business Problems