Repository Index

The Big List of Naughty Strings is a list of strings which have a high probability of causing issues when used as user-input data.

Faker is a Python package that generates fake data for you.

• python
• fake
• testing
• dataset

🐢 Open-Source Evaluation & Testing library for LLM Agents

• mlops
• ml-validation
• ml-testing
• ai-testing

Mimesis is a Python library for generating fake but realistic data in multiple languages and locales.

• mimesis
• fake
• data
• generator

Efficient Long-Context LLM Serving with Head-Aware KV Reuse and SegPagedAttention

Simple and powerful factories for mock data generation

• pydantic
• python
• dataclasses
• starlite

Hercules is the world’s first open-source testing agent, enabling UI, API, Security, Accessibility, and Visual validations – all without code or maintenance. Automate testing effortlessly and let Hercules handle the heavy lifting! ⚡

• ai
• autogen
• automation
• browser

We well know GANs for success in the realistic image generation. However, they can be applied in tabular data generation. We will review and examine some recent papers about tabular GANs in action.

• tabular-data
• gans
• train-dataframe
• adversarial-filtering

A py.test plugin to validate Jupyter notebooks

• ipython-notebook
• jupyter-notebook
• python
• testing

Browser automation engine benchmark - Test bypass rates, performance & stealth against Cloudflare, DataDome, reCAPTCHA, Kasada, Imperva, Akamai, PerimeterX and other bot detection systems. Find the best browser for scraping.

• anti-detect
• antidetect-browser
• automation
• browser

Generate the smallest test dataset that provably catches broken data-mapping rules in ETL pipelines.

Benchmark harness and data: QEMU emulation vs native Buildx nodes for multi-arch container builds.

Realistic synthetic events for testing, demos, and pipelines — streamed live or generated in bulk

• clickhouse
• data-engineering
• data-generation
• devops

MINER provided by the paper "MINER: A Hybrid Data-Driven Approach for REST API Fuzzing"

The Scenario Architect provides a lightweight graphical user interface that allows a straightforward realization and manipulation of concrete driving testing scenarios. Exemplary usecases are the validation of an online verification framework or training of an prediction algorithm.

• safety
• scenario

⚡ JEval helps you to evaluate your JMeter test plan and provides recommendation before you start your performance testing. All contributions welcome 🙏.

• jmeter
• python
• performance
• performance-testing

Unit test your 🐍 smart contracts

• algokit
• algorand
• puya
• pytest

Tooling for deploying, linting and testing relational database code