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20200202

ada_sls

adaptive-inertia-adai

The PyTorch Implementation of Adaptive Inertia Methods. The algorithms are based on our ICML2020 Long Oral paper: "Adaptive Inertia: Disentangling the Effects of Adaptive Learning Rate and Momentum".

addernet

Code for paper " AdderNet: Do We Really Need Multiplications in Deep Learning?"

adversarial-lwta-autoattack

adversarial-robustness-toolbox

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

advertorch

A Toolbox for Adversarial Robustness Research

ann-benchmarks

Benchmarks of approximate nearest neighbor libraries in Python

apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

asam

Implementation of ASAM: Adaptive Sharpness-Aware Minimization for Scale-Invariant Learning of Deep Neural Networks, ICML 2021.

augmented-neural-odes

Pytorch implementation of Augmented Neural ODEs :sunflower:

auto-attack

Code relative to "Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks"

awesome-diffusion-models

A collection of resources and papers on Diffusion Models

awesome-neural-ode

A collection of resources regarding the interplay between differential equations, deep learning, dynamical systems, control and numerical methods.

awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

cifar-pytorch

train CIFAR10 dataset with PyTorch(0.4.0)

cifar-zoo

PyTorch implementation of CNNs for CIFAR benchmark

cifar10_pytorch

Model benchmark on CIFAR10 dataset in PyTorch.

cifar10dataset

Create your own dataset with the similar format with CIFAR10 in python version.

cleverhans

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

client

🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.

cliquenet

Convolutional Neural Networks with Alternately Updated Clique (to appear in CVPR 2018)

cliquenet-pytorch

a pytorch re-implementation of CliqueNet on CIFAR-10

cnngraph

A tool that automatically extracts network structures from Tensorflow model files

cnnoptimization

Using Particle Swarm Optimization (PSO) to Optimize a CNN (Convulsional Neural Network) - using an simple dataset (not using an image dataset)

codejam

computationalphysics

ComputationalPhysics

consistency_models

Official repo for consistency models.

convnext-cifar10

Using ConvNeXt to solve interesting problems

cp-decomposition