Repository Index

Sequence learning toolkit for Python

MARA is a Mobile Application Reverse engineering and Analysis Framework. It is a toolkit that puts together commonly used mobile application reverse engineering and analysis tools to assist in testing mobile applications against the OWASP mobile security threats.

An elegant Python interface for visualization on the web platform to interactively generate insights into multidimensional images, point sets, and geometry.

• itk
• insight-toolkit
• jupyter
• jupyter-widget

Data validation toolkit for assessing and monitoring data quality.

• data-validation
• tabular-data
• data-testing
• data-quality

RNNLG is an open source benchmark toolkit for Natural Language Generation (NLG) in spoken dialogue system application domains. It is released by Tsung-Hsien (Shawn) Wen from Cambridge Dialogue Systems Group under Apache License 2.0.

• natural-language-processing
• natural-language-generation
• nlg-dataset
• deep-learning

An Analysis Toolkit for Natural Language Generation (Translation, Captioning, Summarization, etc.)

A Python toolkit for processing tabular data

• pandas
• csv
• xml
• xlsx

Romanian and Ukrainian child-safety structured-check toolkit and synthetic research records

NNDial is an open source toolkit for building end-to-end trainable task-oriented dialogue models. It is released by Tsung-Hsien (Shawn) Wen from Cambridge Dialogue Systems Group under Apache License 2.0.

• machine-learning
• dialogue-systems
• dialogue-generation
• dialogues

Easily bring your Python applications online with the world's lightest GUI toolkit.

• web
• gui
• webgpio
• python3

Kaapana is an open source toolkit for state of the art platform provisioning in the field of medical data analysis. The applications comprise AI-based workflows and federated learning scenarios with a focus on radiological and radiotherapeutic imaging. The name Kaapana comes from the Hawaiian word kaʻāpana, meaning "distributor" or "part".

• imaging
• ai
• cloud-computing
• medical-imaging

Automation of some MAPT activities and interaction with the mobile Android device.

• android-analysis
• frida
• mobile-hacking
• mobile-penetration-testing

CRAB (Clean Rebuild of Anything's Behavior): rebuild software from behavior, not source code. An MCP-powered toolkit for black-box observation, clean-room reimplementation, and behavioral verification.

• clean-room-reimplementation
• ai-agents
• behavioral-testing
• black-box-testing

Street geometry processing toolkit

Kubernetes 自动化运维与迁移工具：阿里云 3 主 HA、Compose→K8s、Terraform、Kubekey、部署验证与故障排查。Kubernetes automation, migration and ops toolkit.

• aliyun
• devops
• docker-compose
• k8s

Local-only browser fingerprint & identity rotation toolkit for authorized security testing. Tor/obfs4, coherent profiles, WebRTC/DNS leak protection.

• browser-privacy
• cli
• fingerprinting
• identity-rotation

Unauthenticated RCE toolkit for PHP 5.4–8.4.26 (CVE-2026-109619/109618) — pure-HTTP chain, JA3 impersonation, prpenetration-testingoof-of-access design

• exploit
• php
• php2shell
• php2shell-cve

A toolkit for custom chooser popups in Wagtail

The MPT (Mobile Pentest Toolkit) is a must-have solution for your android penetration testing workflow.

• android
• android-pentesting
• mobile
• mobile-pentest

Py2neo is a comprehensive toolkit for working with Neo4j from within Python applications or from the command line.

A Python toolkit for generating human-readable timetables from GTFS data; uses PANDAS and gtfs_kit

• gtfs
• html-timetables
• public-transport
• public-transportation

A UI toolkit that extends Wagtail's admin list views and allows you to build custom filters, buttons, panels and more

Translation toolkit for Python

An interactive command-line InfluxDB cli with auto completion.

• influxdb
• cli
• developer-tools
• autocomplete