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pytorch-3dunet

3D U-Net model for volumetric semantic segmentation written in pytorch

pytorch-a3c-mujoco

Implement A3C for Mujoco gym envs

pytorch-biggraph

Generate embeddings from large-scale graph-structured data.

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation

pytorch-caffe

Pytorch2Caffe & Caffe2Pytorch

pytorch-caffe-darknet-convert

convert between pytorch, caffe prototxt/weights and darknet cfg/weights

pytorch-cifar

95.16% on CIFAR10 with PyTorch

pytorch-cnn-finetune

Fine-tune pretrained Convolutional Neural Networks with PyTorch

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

pytorch-cyclegan

A clean and readable Pytorch implementation of CycleGAN

pytorch-cyclegan-and-pix2pix

Image-to-Image Translation in PyTorch

pytorch-deep-learning

Deep Learning (with PyTorch)

pytorch-deep-learning-practice-notes

pytorch-deep_fashion_landmark

🌻🌻🌻 时尚服装单片的关键点检测算法(CNN/STN)含(4点、6点以及8点)主要是参考论文《Unconstrained Fashion Landmark Detection via Hierarchical Recurrent Transformer Networks》进行复现

pytorch-deform-conv-v2

PyTorch implementation of Deformable ConvNets v2 (Modulated Deformable Convolution)

pytorch-deform-conv-v2-explain

pytorch-dpns

Pytorch Imprementation of Dual Path Networks

pytorch-dqn

Deep Q-Learning Network in pytorch (not actively maintained)

pytorch-drl4vrp

Implementation of: Nazari, Mohammadreza, et al. "Deep Reinforcement Learning for Solving the Vehicle Routing Problem." arXiv preprint arXiv:1802.04240 (2018).

pytorch-encoding

A CV toolkit for my papers.

pytorch-ensembles

Pitfalls of In-Domain Uncertainty Estimation and Ensembling in Deep Learning, ICLR 2020

pytorch-es

Evolution Strategies in PyTorch

pytorch-examples

Simple examples to introduce PyTorch

pytorch-exercises

Pytorch exercises

pytorch-fcn-easiest-demo

PyTorch Implementation of Fully Convolutional Networks (a very simple and easy demo).

pytorch-fid

A Port of Fréchet Inception Distance (FID score) to PyTorch

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-gans

My implementation of various GAN (generative adversarial networks) architectures like vanilla GAN, cGAN, DCGAN, etc.

pytorch-gat

My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I'll add an inductive example (PPI) soon as well.

pytorch-generative-adversarial-networks

A very simple generative adversarial network (GAN) in PyTorch