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abcpruner

adabound

An optimizer that trains as fast as Adam and as good as SGD.

arelu

Activation Function Player with PyTorch

attention-cnn

Source code for "On the Relationship between Self-Attention and Convolutional Layers"

best-deep-learning-optimizers

Collection of the latest, greatest, deep learning optimizers (for Pytorch) - CNN, NLP suitable

cade

Code for our USENIX Security 2021 paper -- CADE: Detecting and Explaining Concept Drift Samples for Security Applications

caffe-jacinto

Caffe-jacinto - embedded deep learning framework

caffe-jacinto-models

Repository for storing models and weights generated using caffe-jacinto

clr

cnn-svm

An Architecture Combining Convolutional Neural Network (CNN) and Linear Support Vector Machine (SVM) for Image Classification

cnn-svm-classifier

Using Tensorflow and a Support Vector Machine to Create an Image Classifications Engine

cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow

csdnn

Theano implementation of Cost-Sensitive Deep Neural Networks

dbn

Simple code tutorial for deep belief network (DBN)

dgc

Dynamic Group Convolution for Accelerating Convolutional Neural Networks (ECCV 2020)

diffgrad

diffGrad: An Optimization Method for Convolutional Neural Networks

do-conv

Depthwise Over-parameterized Convolutional Layer

docs

TensorFlow documentation

eagleeye

(ECCV'2020 Oral)EagleEye: Fast Sub-net Evaluation for Efficient Neural Network Pruning

ecanet

Code for ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks

energy_ood

examples

TensorFlow examples

fashion-mnist

A MNIST-like fashion product database. Benchmark :point_right:

filtersketch

fixmatch

A simple method to perform semi-supervised learning with limited data.

fprime

F' - A flight software and embedded systems framework

fpt

Implementation for paper Feature Pyramid Transformer

fruit-images-dataset

Fruits-360: A dataset of images containing fruits

gan-pytorch

Collection of GAN Algorithms

grad-cam

[ICCV 2017] Torch code for Grad-CAM