Peterou's starred repositories
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 ;)
nvidia-docker
Build and run Docker containers leveraging NVIDIA GPUs
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.
progressive_growing_of_gans
Progressive Growing of GANs for Improved Quality, Stability, and Variation
BigGAN-PyTorch
The author's officially unofficial PyTorch BigGAN implementation.
ENAS-pytorch
PyTorch implementation of "Efficient Neural Architecture Search via Parameters 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
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].
pyTorchChamferDistance
Implementation of the Chamfer Distance as a module for pyTorch
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
FCN-in-the-wild
pytorch implementation of fcn in the wild