Hadisalman

Hadi Salman's starred repositories

DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

Language:PythonApache-2.034022 341 2657

pytorch-lightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

Language:PythonApache-2.027587 247 6980

PythonRobotics

Python sample codes for robotics algorithms.

Language:PythonNOASSERTION22392 507 349

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

Language:PythonMIT19030 147 261

detr

End-to-End Object Detection with Transformers

Language:PythonApache-2.013174 149 526

camel

🐫 CAMEL: Finding the Scaling Law of Agents. A multi-agent framework. https://www.camel-ai.org

Language:PythonApache-2.05025 61 315

img2dataset

Easily turn large sets of image urls to an image dataset. Can download, resize and package 100M urls in 20h on one machine.

Language:PythonMIT3474 31 253

ffcv

FFCV: Fast Forward Computer Vision (and other ML workloads!)

Language:PythonApache-2.02811 20 274

auto-attack

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

Language:PythonMIT627 9 68

robustbench

RobustBench: a standardized adversarial robustness benchmark [NeurIPS'21 Benchmarks and Datasets Track]

Language:PythonNOASSERTION625 9 105

virtex

[CVPR 2021] VirTex: Learning Visual Representations from Textual Annotations

Language:PythonMIT556 14 29

safety-gym

Tools for accelerating safe exploration research.

Language:PythonMIT488 14 20

fast_adversarial

[ICLR 2020] A repository for extremely fast adversarial training using FGSM

Language:Python418 13 25

ciphercore

User-friendly secure computation engine based on secure multi-party computation

Language:RustApache-2.0370 110

GP4A

Code for NeurIPS 2019 paper: "Tensor Programs I: Wide Feedforward or Recurrent Neural Networks of Any Architecture are Gaussian Processes"

Language:Jupyter Notebook235 90

trak

A fast, effective data attribution method for neural networks in PyTorch

Language:PythonMIT160 9 42

babylog

A lightweight logger for machine learning teams to log images and predictions in production.

Language:PythonApache-2.0153 20

semisup-adv

Semisupervised learning for adversarial robustness https://arxiv.org/pdf/1905.13736.pdf

Language:PythonMIT135 7 4

3db

A framework for analyzing computer vision models with simulated data

Language:PythonMIT123 2 3

ot_estimators

Implementations of several fast approximate algorithms for geometric optimal transport (OT)

Language:C++MIT116 50

flowattack

Attacking Optical Flow (ICCV 2019)

Language:PythonNOASSERTION59 4 5

fastargs

Python library for argument and configuration management

Language:PythonMIT51 3 18

rs4a

Randomized Smoothing of All Shapes and Sizes (ICML 2020).

Language:Jupyter Notebook50 2 1

Transformer-from-scratch

I will build Transformer from scratch

Language:Python43 2 1

failure-directions

Distilling Model Failures as Directions in Latent Space

Language:Jupyter NotebookMIT42 4 2

l0bnb

Solves the best subset selection problem

Language:PythonMIT39 4 1

statopt

Statistical adaptive stochastic optimization methods

Language:PythonMIT32 6 1

mispr

A software for automating materials science computations

Language:PythonMIT30 4 2

Denoised-Smoothing-TF

Minimal implementation of Denoised Smoothing (https://arxiv.org/abs/2003.01908) in TensorFlow.

Language:Jupyter NotebookMIT20 4 3

improved_wasserstein

Code for our ICLR Trustworthy ML 2020 workshop paper "Improved Image Wasserstein Attacks and Defenses"

Language:Python13 60