yang-song

Lanczos Network, Graph Neural Networks, Deep Graph Convolutional Networks, Deep Learning on Graph Structured Data, QM8 Quantum Chemistry Benchmark, ICLR 2019

Language:PythonMIT1 10

lucid

A collection of infrastructure and tools for research in neural network interpretability.

Language:Jupyter NotebookApache-2.01 10

pulse

PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models

Language:Python1 10

pytorch-fid

A Port of Fréchet Inception Distance (FID score) to PyTorch

Language:PythonApache-2.01 10

spectral-stein-grad

Code for "A Spectral Approach to Gradient Estimation for Implicit Distributions"

Language:Python1 10

cifar10_challenge

A challenge to explore adversarial robustness of neural networks on CIFAR10.

Language:PythonMIT010

cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

Language:PythonMIT010

dotfiles

My personal collection of various dotfiles

Language:Shell010

exrex

Irregular methods on regular expressions

Language:Python020

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.

Language:PythonNOASSERTION010

mnist_challenge

A challenge to explore adversarial robustness of neural networks on MNIST.

Language:PythonMIT010

pytorch-CycleGAN-and-pix2pix

Image-to-image translation in PyTorch (e.g., horse2zebra, edges2cats, and more)

Language:PythonNOASSERTION010

pytorch-rbm

Restricted Boltzmann Machines (RBMs) in PyTorch

Language:PythonMIT010

refinenet-pytorch

RefineNet-101 VOC in PyTorch

Language:PythonNOASSERTION010

rllab

rllab is a framework for developing and evaluating reinforcement learning algorithms, fully compatible with OpenAI Gym.

Language:PythonNOASSERTION020

tensorflow-generative-model-collections

Collection of generative models in Tensorflow

Language:PythonApache-2.0020

Variational-Autoencoder-PyTorch

Variational Autoencoder implemented with PyTorch, Trained over CelebA Dataset

Language:Python010

vision

Datasets, Transforms and Models specific to Computer Vision

Language:Jupyter NotebookBSD-3-Clause010