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advbox

Advbox is a toolbox to generate adversarial examples that fool neural networks in PaddlePaddle、PyTorch、Caffe2、MxNet、Keras、TensorFlow and Advbox can benchmark the robustness of machine learning models. Advbox give a command line tool to generate adversarial examples with Zero-Coding.

adversarial-robustness-toolbox

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

aif360

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

aix360

Interpretability and explainability of data and machine learning models

armory

ARMORY Adversarial Robustness Evaluation Test Bed

augly

A data augmentations library for audio, image, text, and video.

awesome-ml-privacy-attacks

An awesome list of papers on privacy attacks against machine learning

colorimetry

cube-studio

cube studio开源云原生一站式机器学习平台，支持sso登录，多租户/多项目组，数据资产对接，notebook在线开发，拖拉拽任务流pipeline编排，多机多卡分布式训练，超参搜索，推理服务VGPU，多集群调度，边缘计算，serverless，标注平台，自动化标注，数据集管理，大模型实时训练，llmops，私有知识库，AI应用商店，支持模型一键开发/推理/微调，私有化部署，支持国产芯片

darknet-for-scut

Yolo for pedestrian detection task.

datatool

SCUT FIR Pedestrian Dataset data toolbox

deephunter-backup

deeptest

A systematic testing tool for automatically detecting erroneous behaviors of DNN-driven vehicles

detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

evals

Evals is a framework for evaluating OpenAI models and an open-source registry of benchmarks.

jupyterlab-nvdashboard

A JupyterLab extension for displaying dashboards of GPU usage.

leetcode

lucid

A collection of infrastructure and tools for research in neural network interpretability.

ml_privacy_meter

Privacy Meter: An open-source library to audit data privacy in statistical and machine learning algorithms.

mmclassification

OpenMMLab Image Classification Toolbox and Benchmark

mmcv

OpenMMLab Computer Vision Foundation

mmdetection

OpenMMLab Detection Toolbox and Benchmark

neural-coverage

Research Artifact of ICSE 2023 Paper: Revisiting Neuron Coverage for DNN Testing: A Layer-Wise and Distribution-Aware Criterion

notes-python

中文 Python 笔记

numpy-ml

Machine learning, in numpy

portainer

Making Docker and Kubernetes management easy.

privacyraven

Privacy Testing for Deep Learning

pydatatool

Pedestrian detection python tool for Detectron framework

responsible-ai-toolbox

PyTorch-centric library for evaluating and enhancing the robustness of AI technologies