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Code snippets used in tutorials on my blog.
:books: books
Repository for the ongoing development of the Brown-UMBC Reinforcement Learning And Planning (BURLAP) java library
Course materials/Homework materials for the FREE MOOC course on "Creative Applications of Deep Learning w/ Tensorflow" #CADL
Caffe: a fast open framework for deep learning.
Caffe2 is a lightweight, modular, and scalable deep learning framework.
A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error = 0.34%.
A flexible framework of neural networks for deep learning
Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch
Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow
Essential Cheat Sheets for deep learning and machine learning researchers
Benchmarks for popular CNN models
Convolutional Neural Network for Text Classification in Tensorflow
Summarizing Source Code using a Neural Attention Model - CODENN
A platform for developing AI systems as described in A Roadmap towards Machine Intelligence - http://arxiv.org/abs/1511.08130
Easy benchmarking of all publicly accessible implementations of convnets
Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.
Solutions to assignments of Coursera Specializations - Deep learning, Machine learning, Algorithms & Data Structures, Image Processing and Python For Everybody
Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1
fast.ai Courses
Constrained Policy Optimization
List of Computer Science courses with video lectures.
Code for Stanford CS224D: deep learning for natural language understanding
CS224D Assignments
Notes, code, and other resoruces for auditing the course CS224d: Deep Learning for Natural Language Processing
CS224n: Natural Language Processing with Deep Learning Assignments Winter, 2017
Deep Reinforcement Learning Homework
Introduction to Parallel Programming class code
CS7643-DeepLearning
Torch-7 FFI bindings for NVIDIA CuDNN
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.