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A few Python optimizations for data analysis
Code to accompany Advanced Analytics with Spark from O'Reilly Media
apache-spark-streaming example using twitter API
Applied Machine Learning @ http://amitkaps.com/ml
This is the code for the "How to Make an Asteroids Game Bot" live session by Siraj Raval on Youtube
Sample files and recipies from BigDatums.net
Black Friday Data Hack (online data science hackathon) held Nov 20-22 by Analytics Vidhya
A toy chatbot powered by deep learning and trained on data from Reddit
Microsoft Cognitive Toolkit (CNTK)
Computational Economics with Python
Provide information for craigslist related metadata
Teaching materials for the probabilistic graphical models and deep learning classes at Stanford
General Assembly's Data Science course in Washington, DC
A set of self paced resources for anyone looking to get into data science. The materials assume an absolute beginner and are intended to prepare students for the Galvanize Data Science interview process: http://www.galvanize.com/courses/data-science/
Source code for the "Practical Data Science in Python" tutorial
Deep Learning for NLP
Keras code and weights files for popular deep learning models.
A clean and general implementation of some common utils and tools required by various deep learning projects.
My Keras implementation of the Deep Semantic Similarity Model (DSSM)/Convolutional Latent Semantic Model (CLSM) described here: http://research.microsoft.com/pubs/226585/cikm2014_cdssm_final.pdf.
Implementation of Google Deepdream w/ extra style transfer scripts
Demo for Class Day2
Homework/Classwork for my DSE 200 Python for Data Analysis Class at UC San Diego (UCSD)
Probability and Statistics Using Python Data Science Masters Course at UCSD (DSE 210)
FFT Presentation for OSCON 14
Topic Modelling for Humans
Materials for GWU DNSC 6279
Code etc for Hacker Dojo Deep Learning Study Group
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.