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Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams
Simple Post-Training Robustness Using Test Time Augmentations and Random Forest
Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)
Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch
An adversarial example library for constructing attacks, building defenses, and benchmarking both
An official implementation for "CLIP4Clip: An Empirical Study of CLIP for End to End Video Clip Retrieval"
Toolkit to Hack Your Deep Learning Models
Examples for darkon
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
Code for the paper "A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks".
Tools to evaluate object detection results using the KITTI dataset.
A library for easily evaluating machine learning models and datasets.
This is a PyTorch reimplementation of Influence Functions from the ICML2017 best paper: Understanding Black-box Predictions via Influence Functions by Pang Wei Koh and Percy Liang.
Code for paper "Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality".
A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
Detection of adversarial examples using influence functions and nearest neighbors
PointNet and PointNet++ implemented by pytorch (pure python) and on ModelNet, ShapeNet and S3DIS.
Classification with PyTorch.
My personal research environment
Membership Inference Attack Using Self Influence Functions
TRADES (TRadeoff-inspired Adversarial DEfense via Surrogate-loss minimization)
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Virtual Adversarial Training (VAT) implementation for PyTorch
Best CIFAR-10, CIFAR-100 results with wide-residual networks using PyTorch
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.