lukemetz
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Massively parallel rigidbody physics simulation on accelerator hardware.
An ongoing list of pandas quirks
Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.
Make huge neural nets fit in memory
Modified implementation of DCGAN focused on generative art. Includes pre-trained models for landscapes, nude-portraits, and others.
Source code from Bray et al., (2017) A dataset of images and morphological profiles of 30,000 small-molecule treatments using the Cell Painting assay.
Some notes on things I find interesting and important.
Code for reproducing experiments in "Improved Training of Wasserstein GANs"
Log everything you do on the computer, for statistics, future reference and all-around fun!
Unrolled Generative Adversarial Networks
Composable GAN framework with api and user interface
Spotify tool for managing a "Recent Additions" playlist fork of a "Music Collection" playlist.
Training neural networks with back-prop, feedback-alignment and direct feedback-alignment
Code for reproducing key results in the paper "InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets"
MultiGPU enabled image generative models (GAN and DCGAN)
Code for the paper "Improved Techniques for Training GANs"
Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning
Working Theano implementation of Pixel RNN on MNIST.
A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
Pretty Tensor: Fluent Networks in TensorFlow
A toolkit for developing and comparing reinforcement learning algorithms.
Deprecated Catapult GitHub. Please instead use http:https://crbug.com "Speed>Benchmarks" component for bugs and https://chromium.googlesource.com/catapult for downloading and editing source code..
BetaGo: AlphaGo for the masses, live on GitHub.