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Implementation of model described in 'Learning to Protect Communications with Adversarial Neural Cryptography' (Martín Abadi & David G. Andersen, 2016, https://arxiv.org/abs/1610.06918)
Reinforcement learning resources curated
Recurrent Neural Network - A curated list of resources dedicated to RNN
Bayesian Data Analysis demos for Python
Official content for Harvard CS109
Tutorials for DataCamp (www.datacamp.com)
Final project for CS224d
A list of deep learning implementations in biology
Playground for nonparametric density estimation methods, course project for Physics PhD course on Statistics and Data Analysis @ University of Padova
Building a scalable foundation for deep learning
Code for Nonlinear Spectral Methods (NIPS 2016)
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
Keras + Hyperopt: A very simple wrapper for convenient hyperparameter optimization
Custom Jupyter Notebook Themes
Deep Learning with Keras: from Zero to Hero in 3 Hours / Pycon CZ 2018
Learning to Learn in TensorFlow
Tutorial on model assessment, model selection and inference after model selection
Given a list of simple obstacle polygons, build the visibility graph and find the shortest path between two points
TensorFlow-based neural network library
Talks from StanCon
TensorFlow Tutorial and Examples for beginners
Sequence prediction using recurrent neural networks(LSTM) with TensorFlow
Pedagogical example of sequence to sequence recurrent neural network with TensorFlow and TFLearn
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.