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Pseudocode descriptions of the algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"
Methods of Applied Statistics Course Textbook Repository
Efficiently computes derivatives of numpy code.
A curated list of awesome big data frameworks, ressources and other awesomeness.
A curated list of awesome Deep Learning tutorials, projects and communities.
A curated list of deep learning resources for computer vision
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
Recurrent Neural Network - A curated list of resources dedicated to RNN
TensorFlow - A curated list of dedicated resources http://tensorflow.org
Community list of transit APIs, apps, datasets, research, and software :bus::star2::train::star2::steam_locomotive:
A python tutorial on bayesian modeling techniques (PyMC3)
Technical blog repo of metaflow
Conditional autoregressive models in Stan
非监督特征学习与深度学习中文教程,该版本翻译自新版 UFLDL Tutorial 。
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering
Tensorflow implementation of Gated Conditional Pixel Convolutional Neural Network
Easy benchmarking of all publicly accessible implementations of convnets
Public facing notes page
Continually updated data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code
A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"
Deep exponential families (DEFs)
Repo for the Deep Learning Nanodegree Foundations program.
Implementations of many popular deep learning models in Theano+Lasagne
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
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.