yang-song Goto Github PK

academicpages.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

apdlm

Training Deep Neural Networks via Direct Loss Minimization

caffe

Caffe: a fast open framework for deep learning.

cifar10_challenge

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

cleverhans

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

deep-regex

Code for the paper Neural Generation of Regular Expressions from Natural Language with Minimal Domain Knowledge (EMNLP 2016). http://arxiv.org/abs/1608.03000

dm-haiku

JAX-based neural network library

dotfiles

My personal collection of various dotfiles

exrex

Irregular methods on regular expressions

flowplusplus

Implementation of Flow++ in PyTorch

gasr

C++ version for Bayesian matrix completion, 5-20 times faster

gasr-scala

The scala version for Gibbs Bayesian matrix completion

google-research

Google Research

icm2015-problem-c

Our simulator for human capital network

impress.js

It's a presentation framework based on the power of CSS3 transforms and transitions in modern browsers and inspired by the idea behind prezi.com.

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

kaggle-2014-criteo

keras

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

kernelregbayes

lanczosnetwork

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

lucid

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

mlquicknotes

Machine Learning Quick Notes

mnist_challenge

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

neon

NErvana's pythON based Deep Learning Framework

newycm_extra_conf.py

Create a new .ycm_extra_conf.py according to given options

nms

non-maximum suppression

pulse

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

pytorch-cyclegan-and-pix2pix

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

pytorch-fid

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

pytorch-flows-plus

PyTorch implementations of normalizing flow modules