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pytorch-capsule

Pytorch implementation of Hinton's Dynamic Routing Between Capsules

pytorch-center-loss

Pytorch implementation of Center Loss

pytorch-classification-uncertainty

This repo contains a PyTorch implementation of the paper: "Evidential Deep Learning to Quantify Classification Uncertainty"

pytorch-cnn-finetune

Fine-tune pretrained Convolutional Neural Networks with PyTorch

pytorch-coviar

Compressed Video Action Recognition

pytorch-crf

(Linear-chain) Conditional random field in PyTorch.

pytorch-custom-cuda-tutorial

Tutorial for building a custom CUDA function for Pytorch

pytorch-custom-dataset-examples

Some custom dataset examples for PyTorch

pytorch-ddpg

Implementation of the Deep Deterministic Policy Gradient (DDPG) using PyTorch

pytorch-deep-image-matting

Pytorch implementation of deep image matting

pytorch-deeplab-resnet

DeepLab resnet v2 model in pytorch

pytorch-deform-conv

PyTorch implementation of Deformable Convolution

pytorch-distributed

A quickstart and benchmark for pytorch distributed training.

pytorch-drl

PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.

pytorch-dual-learning

Implementation of Dual Learning NMT on PyTorch

pytorch-enet

PyTorch implementation of ENet

pytorch-es

Evolution Strategies in PyTorch

pytorch-faster-rcnn

pytorch based implementation faster rcnn

pytorch-flows

PyTorch implementations of algorithms for density estimation

pytorch-fpn

Feature Pyramid Networks in PyTorch

pytorch-gans

My implementation of various GAN (generative adversarial networks) architectures like vanilla GAN (Goodfellow et al.), cGAN (Mirza et al.), DCGAN (Radford et al.), etc.

pytorch-human-performance-gec

A PyTorch implementation of "Reaching Human-level Performance in Automatic Grammatical Error Correction: An Empirical Study"

pytorch-lr-finder

A learning rate range test implementation in PyTorch

pytorch-maddpg

A pytorch implementation of MADDPG (multi-agent deep deterministic policy gradient)

pytorch-mfnet

pytorch-mnist-celeba-cgan-cdcgan

Pytorch implementation of conditional Generative Adversarial Networks (cGAN) and conditional Deep Convolutional Generative Adversarial Networks (cDCGAN) for MNIST dataset

pytorch-multi-label-classifier

A pytorch implemented classifier for Multiple-Label classification

pytorch-neat

pytorch-openai-transformer-lm

🐥A PyTorch implementation of OpenAI's finetuned transformer language model with a script to import the weights pre-trained by OpenAI

pytorch-pose-hg-3d

PyTorch implementation for 3D human pose estimation