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pytorch-generative-model-collections

Collection of generative models in Pytorch version.

pytorch-opcounter

Count the FLOPs of your PyTorch model.

pytorch-pose-estimation

PyTorch Implementation of Realtime Multi-Person Pose Estimation project.

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

pytorch-zssr

PyTorch implementation of 1712.06087 "Zero-Shot" Super-Resolution using Deep Internal Learning

pytorch_hmr

pytorch version of "End-to-end Recovery of Human Shape and Pose"

pytorch_image_classification

PyTorch implementation of image classification models for CIFAR-10/CIFAR-100/MNIST/FashionMNIST

pytorch_realtime_multi-person_pose_estimation

This is a pytorch version of Realtime_Multi-Person_Pose_Estimation, origin code is here https://github.com/ZheC/Realtime_Multi-Person_Pose_Estimation

pytorchviz

A small package to create visualizations of PyTorch execution graphs

pytorchwct

This is the Pytorch implementation of Universal Style Transfer via Feature Transforms.

relu_networks_overconfident

Why ReLU networks yield high-confidence predictions far away from the training data and how to mitigate the problem [CVPR 2019, oral]

restricted-boltzmann-machines-in-pytorch

rnn-encoder-decoder

PyTorch implementation of recurrent neural network encoder-decoder architecture model for statistical machine translation, as detailed in this paper: https://arxiv.org/pdf/1406.1078.pdf

semantic-segmentation-pytorch

Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset

soft-decision-tree

pytorch implementation of "Distilling a Neural Network Into a Soft Decision Tree"

spiketorch

Experiments with spiking neural networks (SNNs) in PyTorch.

spiking-neural-network

Pure python implementation of SNN

spiking_relu_conversion

spoken-language-identification

Spoken language identification with deep learning

svm-cnn

A feature extractor based on Python 3, Tensorflow and Scikit-learn created in order to improve the accuracy of SVM to classify MNIST dataset fast and with more accuracy.

t-sne

t-SNE example with python

temperature_scaling

A simple way to calibrate your neural network.

tensorflow-multi-dimensional-lstm

Multi dimensional LSTM as described in Alex Graves' Paper https://arxiv.org/pdf/0705.2011.pdf

the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

trajectoryclustering

This application written in Python is capable of fully automatic clustering of 2D trajectory data.

transferlearning

Everything about Transfer Learning and Domain Adaptation--迁移学习

treelstm.pytorch

Tree LSTM implementation in PyTorch

tutorial_bayesiancompressionfordl

A tutorial on "Bayesian Compression for Deep Learning" published at NIPS (2017).

universalstyletransfer

The source code of NIPS17 'Universal Style Transfer via Feature Transforms'.

videopose3d

Efficient 3D human pose estimation in video using 2D keypoint trajectories