coolsunxu Goto Github PK

paig

Code for the paper Physics-as-Inverse-Graphics: Joint Unsupervised Learning of Objects and Physics from Video

papers

Summaries of machine learning papers

pecnet

Predicted endpoint conditioned trajectory prediction

pedestrian_animation

Python code for animating Pedestrian-DataSet(such as UCY and ETH)

pedestrian_datasets_vis

The visualization of annotation files for different pedestrian datasets.

perceptualgan

Pytorch implementation of Image Manipulation with Perceptual Discriminators paper

physics-based-deep-learning

Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond

pix2pix

Image-to-image translation with conditional adversarial nets

poppl

precipitation-nowcasting

pytorch implemention of trajGRU.

pred-rnn

PredRNN: Recurrent Neural Networks for Predictive Learning using Spatiotemporal LSTMs

predrnn-pp

Code release for "PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning" (ICML 2018)

pretrain-gnns

Strategies for Pre-training Graph Neural Networks

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 ;)

prototypical-networks

Code for the NIPS 2017 Paper "Prototypical Networks for Few-shot Learning"

prototypical-networks-for-few-shot-learning-pytorch

Implementation of Prototypical Networks for Few Shot Learning (https://arxiv.org/abs/1703.05175) in Pytorch

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

pwc

Papers with code. Sorted by stars. Updated weekly.

pygcn

Graph Convolutional Networks in PyTorch

pyhgt

Pytorch Code for WWW'20 "Heterogeneous Graph Transformer", which is based on pytorch_geometric

pytorch

pytorch-bayesiancnn

Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.

pytorch-cifar

95.16% on CIFAR10 with PyTorch

pytorch-doc-zh

Pytorch 中文文档

pytorch-faster-rcnn

pytorch1.0 updated. Support cpu test and demo. (Use detectron2, it's a masterpiece)

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

pytorch-image-classification

use pytorch to do image classfiication tasks

pytorch-unet

Pytorch implementation of the U-Net for image semantic segmentation, with dense CRF post-processing

pytorch-yolov3

Minimal PyTorch implementation of YOLOv3