Shixin's starred repositories
EffectiveTensorflow
TensorFlow tutorials and best practices.
django-blog-zinnia
Simple yet powerful and really extendable application for managing a blog within your Django Web site.
ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
TensorFlow-World
:earth_americas: Simple and ready-to-use tutorials for TensorFlow
Stanford-CS-229
A Chinese Translation of Stanford CS229 notes 斯坦福机器学习CS229课程讲义的中文翻译
nc-fish-classification
Scripts/notebooks for The Nature Conservancy's fish classification competition
reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
phd-thesis
Repository of my thesis "Understanding Random Forests"
handson-ml
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
python-for-text-analysis
If you want to use Python for text analysis, this course is for you!
Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
python-machine-learning-book
The "Python Machine Learning (1st edition)" book code repository and info resource
tensorflow
An Open Source Machine Learning Framework for Everyone
subtitle-downloader
Python script to automatically download subtitles for any movie/tv series episode.
scipy-2016-sklearn
Scikit-learn tutorial at SciPy2016
awesome-python-books
如果有人让你推荐 Python 技术书，请让他看这个列表
Data-Analysis-and-Machine-Learning-Projects
Repository of teaching materials, code, and data for my data analysis and machine learning projects.
sklearn_tutorial
Materials for my scikit-learn tutorial
DataSciencePython
common data analysis and machine learning tasks using python