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Public material for CS109
Lab for Linear and Logistic Regression, SciKit Learn
Lab 5, the first on Machine Learning!
Official content for Harvard CS109
Course notes for CS224N Winter17
Teaching materials for the probabilistic graphical models class at Stanford
Deep Residual Learning for Image Recognition
Deep Learning Tutorial notes and code. See the wiki for more info.
Solution to win the second Annual Data science bowl
Independent study
πLeetcode solutions in Python π
MIMIC Code Repository: Code shared by the research community for the MIMIC-III database
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
A Python-based web and data scraping tutorial
Python Data Science Handbook: full text in Jupyter Notebooks
Repository containing files for my PyCon 2014 scikit-learn tutorial.
Independent Study
Computation using data flow graphs for scalable machine learning
Simple and Efficient Tensorflow implementations of NER models with tf.estimator and tf.data
The Jupyter Notebooks behind my OReilly report, "A Whirlwind Tour of Python"
https://github.com/dmlc/xgboost
A declarative, efficient, and flexible JavaScript library for building user interfaces.
π Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. πππ
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google β€οΈ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.