xzhewei

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

Colorimetry

darknet-for-SCUT

Yolo for pedestrian detection task.

datatool

SCUT FIR Pedestrian Dataset data toolbox

pydatatool

Pedestrian detection python tool for Detectron framework

TFRCN

Thermal Faster R-CNN for FIR Pedestrians Detection on SCUT Dataset

toolbox

Piotr's Image & Video Matlab Toolbox

xzhewei/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.

xzhewei/adversarial-robustness-toolbox

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

xzhewei/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.

xzhewei/AIX360

Interpretability and explainability of data and machine learning models

xzhewei/armory

ARMORY Adversarial Robustness Evaluation Test Bed

xzhewei/AugLy

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

xzhewei/awesome-ml-privacy-attacks

An awesome list of papers on privacy attacks against machine learning

xzhewei/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

xzhewei/Deephunter-backup

xzhewei/dslinter

`dslinter` is a pylint plugin for linting data science and machine learning code. We plan to support the following Python libraries: TensorFlow, PyTorch, Scikit-Learn, Pandas and NumPy.

xzhewei/evals

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

xzhewei/hoppscotch

Open source API development ecosystem - https://hoppscotch.io (open-source alternative to Postman, Insomnia)

xzhewei/jupyterlab-nvdashboard

A JupyterLab extension for displaying dashboards of GPU usage.

xzhewei/lucid

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

xzhewei/ml_privacy_meter

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

xzhewei/mmclassification

OpenMMLab Image Classification Toolbox and Benchmark

xzhewei/mmcv

OpenMMLab Computer Vision Foundation

xzhewei/mmdetection

OpenMMLab Detection Toolbox and Benchmark

xzhewei/NeuraL-Coverage

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

xzhewei/portainer

Making Docker and Kubernetes management easy.

xzhewei/PrivacyRaven

Privacy Testing for Deep Learning

xzhewei/pylint

It's not just a linter that annoys you!

xzhewei/responsible-ai-toolbox

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

xzhewei/sadl

Code release of a paper "Guiding Deep Learning System Testing using Surprise Adequacy"

xzhewei/TrustAI-Paddle

飞桨可信AI

xzhewei/visualblocks

Visual Blocks for ML is a Google visual programming framework that lets you create ML pipelines in a no-code graph editor. You – and your users – can quickly prototype workflows by connecting drag-and-drop ML components, including models, user inputs, processors, and visualizations.

xzhewei/xaitk-saliency

An open source, Explainable AI (XAI) framework and toolkit for visual saliency algorithm interfaces and implementations, built for analytics and autonomy applications.

xzhewei/xaitk-saliency-web-api

Web service(s) pertaining to functionality exposed by the xaitk-saliency package.

xzhewei/xaitk-saliency-web-demo

Demonstration Web UI to visualize XAITK Saliency functionality.

xzhewei/xzhewei.github.io