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Coral
The Coral Programming Language: a blazingly-fast, gradually-typed Python compiler with optional static typing for optimization and safety.Titan
A high-performance CUDA-based physics simulation sandbox for soft robotics and reinforcement learning.pytorch-dqn
PyTorch implementation of DeepMind's "Human-level control through deep reinforcement learning"Python-C-API-CUDA-Tutorial
A tutorial/example of the Python C-API and integration with CUDA kernels.pytorch-inpainting-partial-conv
A PyTorch implementation of the "Image Inpainting for Irregular Holes Using Partial Convolutions" paper from Liu et al at NVIDIAwgan-pytorch
PyTorch implementation of the Wasserstein GAN for image generationtic-tac-toe-minimax
A collection of minimax algorithms for tic-tac-toe, implementation in Python. Includes simple minimax, alpha-beta pruning, and fixed-depth search with heuristic evaluation.reinforcement-learning
Demonstrations, examples, and tutorials for reinforcement learning, including policy gradient and k-armed bandit problems.Pipes
A Python variant with Pipes and partial function completionjaustin
A set of core personal libraries for Python programmingdemos
Python demos and utilities, mostly for machine learning and image formattinggradient-descent-tutorials
A variety of Tensorflow and Numpy implementations of the gradient descent backpropogation algorithm for simple one and two layer networksfancy-cd
A fancy version of the default Bash cd command that allows you to jump to previously visited directoriespytorch-alphazero
An implementation of the 2017 DeepMind paper "Mastering the game of Go without human knowledge" for TicTacToe and Othello.tensorflow-keras-tutorials
Tensorflow and Keras tutorials for Convolution Neural Networks (CNNs), Generative Adversarial Networks (GANs), and Recurrent Neural Networks (RNNs) using a variety of datasets, including CIFAR-10, MNIST, and ImageNet.Love Open Source and this site? Check out how you can help us