PeterouZh

996.ICU

Repo for counting stars and contributing. Press F to pay respect to glorious developers.

Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

spacemacs

A community-driven Emacs distribution - The best editor is neither Emacs nor Vim, it's Emacs *and* Vim!

transferlearning

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

gcn

Implementation of Graph Convolutional Networks in TensorFlow

progressive_growing_of_gans

Progressive Growing of GANs for Improved Quality, Stability, and Variation

AdaBound

An optimizer that trains as fast as Adam and as good as SGD.

BigGAN-PyTorch

The author's officially unofficial PyTorch BigGAN implementation.

ENAS-pytorch

PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"

treemacs

enas

TensorFlow Code for paper "Efficient Neural Architecture Search via Parameter Sharing"

neural_renderer

"Neural 3D Mesh Renderer" (CVPR 2018) by H. Kato, Y. Ushiku, and T. Harada.

docker-pytorch

A Docker image for PyTorch

Deep-Image-Matting

Deep Image Matting

WeightStandardization

Standardizing weights to accelerate micro-batch training

wassdistance

Approximating Wasserstein distances with PyTorch

pt.darts

PyTorch Implementation of DARTS: Differentiable Architecture Search

SinkhornAutoDiff

Toolbox to integrate optimal transport loss functions using automatic differentiation and Sinkhorn's algorithm

cross-domain-detection

Cross-Domain Weakly-Supervised Object Detection through Progressive Domain Adaptation [Inoue+, CVPR2018].

gan

some demo of GANs

pyTorchChamferDistance

Implementation of the Chamfer Distance as a module for pyTorch

RL-GAN-Net

Official Repository of CVPR 2019 Paper : RL-GAN-Net: A Reinforcement Learning Agent Controlled GAN Network for Real-Time Point Cloud Shape Completion

driving-in-the-matrix

Steps to reproduce training results for the paper Driving in the Matrix: Can Virtual Worlds Replace Human-Generated Annotations for Real World Tasks?

emacs-guess-word-game

emacs guess word game for learning ESL. Emacs 背单词

rl_algorithms

I am implementing a lot of reinforcement learning and imitation learning algorithms since I'm sick of reading about them but not really understanding them.

network_simplex

Fast optimal transport code

swg

Sliced Wasserstein Generator

FCN-in-the-wild

pytorch implementation of fcn in the wild

3d-pc-AE-GAN