Socrates Lab 's repositories
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
birdflocking
Simulation of bird flocking in JavaScript using Reynolds' model
PythonDataScienceHandbook
Jupyter Notebooks for the Python Data Science Handbook
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 ;)
bowtie
bowtie model of mobile use
mdwiki
mdwiki
skinny-bones-jekyll
:art: A Jekyll starter with a variety of customizable layouts and components.
bandicoot
an open-source python toolbox to analyze mobile phone metadata
Facebook-Page-Crawler
A Python crawler uses Facebook Graph API to crawling fan page's public posts, comments, and reactions.
high_performance_python
Code for the book "High Performance Python" by Micha Gorelick and Ian Ozsvald with OReilly
AlphaGo
A replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search," details of which can be found on their website.
awesome-research
:seedling: a lot of tools to help you with the research/life
pypostal
Python bindings to libpostal for fast international address parsing/normalization
PyDataset
Instant access to many datasets.
face
JavaScript face tracking demo.
jekyell-now
Build a Jekyll blog in minutes, without touching the command line.
neural-networks-and-deep-learning
Code samples for my book "Neural Networks and Deep Learning"
TextBlob
Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.
SinaWeibo-Emotion-Classification
新浪微博情感分析应用
scikit-learn-book
Source code for the "Learning scikit-learn: Machine Learning in Python"
AcademyCamp2015
学术基地班方法训练营：互联网数据挖掘导论
tutorials
Content for Dato tutorials and training
snownlp
Python library for processing Chinese text
weekly-notes
Weekly meeting notes