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Lecture notes and assignments for coursera machine learning class
A booklet on machine learning systems design with exercises
Data-Intensive Text Processing with MapReduce
Study guides for MIT's 15.003 Data Science Tools
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
Modin: Speed up your Pandas workflows by changing a single line of code
Mortar Project with examples for several different public data sets and data types/formats
Model Server for Apache MXNet is a tool for deploying neural net models for inference
Notebooks for MXNet
An interactive book on deep learning. Much easy, so MXNet. Wow.
edX: Introduction to Big Data with Apache Spark
The Numenta Anomaly Benchmark
This solution presents an accessible, non-trivial example of machine learning (Deep learning) with financial time series using TensorFlow
OpenPose: Real-time multi-person keypoint detection library for body, face, and hands estimation
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
POC In a box guide material for Amazon Personalize
Probabilistic Modeling Toolkit for Matlab/Octave.
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 ;)
A guideline for building practical production-level deep learning systems to be deployed in real world applications.
My solutions in Python and Haskell to problems on various online programming challanges.
Python for Finance (O'Reilly)
Oblique Decision Tree implementation in Python
Notebooks (and slides) for my PyData NYC 2014 tutorial on the more advanced features of scikit-learn.
python resources of berkeley curated at a place
Code samples used on cloud.google.com
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 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. 📊📈🎉
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 ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.