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adv-attacks-pytorch-101

A small tutorial about performing adversarial attacks in PyTorch

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

audio-recognition

Kaldi based speaker verification

awesome-zero-shot-learning

A curated list of papers, code and resources pertaining to zero shot learning

benchmarking-gnns

Repository for benchmarking graph neural networks

blockdrop

BlockDrop: Dynamic Inference Paths in Residual Networks

blog

ScriptLife's Blog

caffe

Caffe: a fast open framework for deep learning.

cam

Class Activation Mapping

capsnet-tensorflow

A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules

capsule-network-tutorial

Pytorch easy-to-follow Capsule Network tutorial

capsule-networks

A PyTorch implementation of the NIPS 2017 paper "Dynamic Routing Between Capsules".

cd-fer-benchmark

Adversarial Graph Representation Adaptation for Cross-Domain Facial Expression Recognition (AGRA, ACM 2020, Oral)

chainer-gan-lib

Chainer implementation of recent GAN variants

cida

[ICML 2020] Continuously Indexed Domain Adaptation

circleloss

Pytorch implementation of the paper "Circle Loss: A Unified Perspective of Pair Similarity Optimization"

cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

dali_pytorch_demo

Example code showing how to use Nvidia DALI in pytorch, with fallback to torchvision. Contains a few differences to the official Nvidia example, namely a completely CPU pipeline & improved memory usage

danet

Dual Attention Network for Scene Segmentation (CVPR2019)

darts

Differentiable architecture search for convolutional and recurrent networks

dcgan-pytorch

A Pytorch implementation of "Deep Convolutional Generative Adversarial Networks"

dcgan.torch

A torch implementation of http://arxiv.org/abs/1511.06434

deepdetect

Deep Learning API and Server in C++11 with Python bindings and support for Caffe, Tensorflow, XGBoost and TSNE

deformable-convolution-v2-pytorch

Deformable ConvNets V2 (DCNv2) in PyTorch

densenet-pytorch

A PyTorch Implementation for Densely Connected Convolutional Networks (DenseNets)

detectron.pytorch

A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.

dl_tools

dlwithpytorch

Code to accompany my upcoming book "Deep learning with PyTorch Book " from Packt

dp-means

easydict

Access dict values as attributes (works recursively)