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advertorch

A Toolbox for Adversarial Robustness Research

advrush

Official Code for AdvRush: Searching for Adversarially Robust Neural Architectures (ICCV '21)

ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

autodeeplab

AutoDeeplab / auto-deeplab / AutoML for semantic segmentation, implemented in Pytorch

autodl-projects

Automated deep learning algorithms implemented in PyTorch.

awesome-autodl

A curated list of automated deep learning (including neural architecture search and hyper-parameter optimization) resources.

awesome-knowledge-distillation

Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。

dast

A novel data-free model stealing method based on GAN

dataloaders_dali

PyTorch DataLoaders implemented with DALI for accelerating image preprocessing

distributed-pytorch

Distributed, mixed-precision training with PyTorch

easyrobust

EasyRobust: an Easy-to-use library for state-of-the-art Robust Computer Vision Research with PyTorch.

efficient-computing

Efficient-Computing

efficient-pytorch

My best practice of training large dataset using PyTorch.

gradient-centralization

A New Optimization Technique for Deep Neural Networks

megablocks-public

nas-robustness

Code repository accompanying the paper "On Adversarial Robustness: A Neural Architecture Search perspective"

nsga-net

NSGA-Net, a Neural Architecture Search Algorithm

pc-darts

PC-DARTS:Partial Channel Connections for Memory-Efficient Differentiable Architecture Search

programming-practice-2021

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-classification

Classification with PyTorch.

pytorch-distributed

A quickstart and benchmark for pytorch distributed training.

pytorch_geometric

Graph Neural Network Library for PyTorch

quivr

Your GenAI Second Brain 🧠 A personal productivity assistant ⚡️🤖 Chat with your files (PDF, CSV, ...) & apps using GPT 3.5 / 4 turbo, Private, Anthropic, VertexAI, Ollama, LLMs, that you can share with users ! Local & Private alternative to OpenAI GPTs & ChatGPT.

repdistiller

[ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods

robustarchitecturesearch

This github repository contains the official code for the paper, "Evolving Robust Neural Architectures to Defend from Adversarial Attacks"

singlepathoneshot

stable-diffusion

A latent text-to-image diffusion model

stable-diffusion-webui

Stable Diffusion web UI

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.