ihaeyong Goto Github PK

optimaltransport.github.io

Web site of the Computational Optimal Transport book

othornormal

parametricgp-in-matlab

Parametric Gaussian Process Regression for Big Data (Matlab Version)

patternlab-net

The .NET version of Pattern Lab

pbdl-book

Welcome to the Physics-based Deep Learning Book (v0.1)

pcl

PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"

peerloss

Learning with Noisy Labels by adopting a peer prediction loss function.

pixpro-with-weights

Pixel Propagation for unsupervised visual representation learning

point-gnn

Point-GNN: Graph Neural Network for 3D Object Detection in a Point Cloud, CVPR 2020.

pointrcnn

PointRCNN: 3D Object Proposal Generation and Detection from Point Cloud, CVPR 2019.

pose-tensorflow

Human Pose estimation with TensorFlow framework

practical-pytorch

PyTorch tutorials demonstrating modern techniques with readable code

prml

PRML algorithms implemented in Python

prml-1

PRML study (pattern recognition & machine learning, Bishop)

prml-solution-manual

My Own Solution Manual of PRML

pygcn

Graph Convolutional Networks in PyTorch

pyhessian

PyHessian is a Pytorch library for second-order based analysis and training of Neural Networks

pysgg

python_reference

Useful functions, tutorials, and other Python-related things

pytorch-cifar

95.47% on CIFAR10 with PyTorch

pytorch-cifar100

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)

pytorch-classification

Classification with PyTorch.

pytorch-gabor

Image reconstruction using Gabor filters

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-moons-neural-nets

Part of the tutorial "An Introduction to PyTorch by working on the Moons dataset using Neural Networks." on medium.com

pytorch-mutual-information

Mutual Information in Pytorch

pytorch-rle

A implement of run-length encoding for Pytorch tensor using CUDA

pytorch-vae

A Collection of Variational Autoencoders (VAE) in PyTorch.

pytorch_data_parallel

r2c

Recognition to Cognition Networks