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PlotNeuralNet

Latex code for making neural networks diagrams

pytorch-OpCounter

Count the MACs / FLOPs of your PyTorch model.

TransferLearningNovelty

box-convolutions

PyTorch code for the "Deep Neural Networks with Box Convolutions" paper

AutoAugment

Unofficial implementation of the ImageNet, CIFAR 10 and SVHN Augmentation Policies learned by AutoAugment using pillow

gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

dataset-distillation

Dataset Distillation

equivariant-transformers

Equivariant Transformer (ET) layers are image-to-image mappings that incorporate prior knowledge on invariances with respect to continuous transformations groups (ICML 2019). Paper: https://arxiv.org/abs/1901.11399

cs-ranking

Context-sensitive ranking and choice in Python with PyTorch

pre-training

Pre-Training Buys Better Robustness and Uncertainty Estimates (ICML 2019)

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

dropblock

Implementation of DropBlock: A regularization method for convolutional networks in PyTorch.

hessian

hessian in pytorch

entropy-sgd

Lua implementation of Entropy-SGD

nsfw_data_scraper

Collection of scripts to aggregate image data for the purposes of training an NSFW Image Classifier

visual-attribution

Pytorch Implementation of recent visual attribution methods for model interpretability

InterpretableCNN

NetDissect-Lite

Light version of Network Dissection for Quantifying Interpretability of Networks

RFBNet

Receptive Field Block Net for Accurate and Fast Object Detection, ECCV 2018

multiple-objects-gan

Implementation for "Generating Multiple Objects at Spatially Distinct Locations" (ICLR 2019)

faiss

A library for efficient similarity search and clustering of dense vectors.

Matrix-Capsules-pytorch

A Pytorch implementation of "Matrix Capsules with EM routing"

awesome-capsule-networks

A curated list of awesome resources related to capsule networks

capsule-networks

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

SSD

High quality, fast, modular reference implementation of SSD in PyTorch

YOLO_v3_tutorial_from_scratch

Accompanying code for Paperspace tutorial series "How to Implement YOLO v3 Object Detector from Scratch"

yolov3

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

DeepLearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06

FGSM

Simple pytorch implementation of FGSM and I-FGSM

transferlearning

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习