Popular GitHub Repositories for Rapid Prototyping

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

Build high-quality LLM apps - from prototyping, testing to production deployment and monitoring.

Desktop app for prototyping and debugging LangGraph applications locally.

behaviac is a framework of the game AI development, and it also can be used as a rapid game prototype design tool. behaviac supports the behavior tree, finite state machine and hierarchical task network(BT, FSM, HTN)

A library for prototyping realtime hand detection (bounding box), directly in the browser.

Building blocks for rapid development of GenAI applications

A generalized framework for prototyping full-stack cooperative driving automation applications under CARLA+SUMO.

Datumbox is an open-source Machine Learning framework written in Java which allows the rapid development of Machine Learning and Statistical applications.

Council is an open-source platform for the rapid development and robust deployment of customized generative AI applications

NeuPy is a Tensorflow based python library for prototyping and building neural networks

OpenICL is an open-source framework to facilitate research, development, and prototyping of in-context learning.

An optimization and data collection toolbox for convenient and fast prototyping of computationally expensive models.

An On-Chain Open-Source Platform for Rapid AI Model Productization Using Decentralized Resources with Flexibility and Scalability

libfaceid is a research framework for prototyping of face recognition solutions. It seamlessly integrates multiple detection, recognition and liveness models w/ speech synthesis and speech recognition.

RAG-GPT, leveraging LLM and RAG technology, learns from user-customized knowledge bases to provide contextually relevant answers for a wide range of queries, ensuring rapid and accurate information retrieval.

Library to build speech synthesis systems designed for easy and fast prototyping.

lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.

A library for prototyping generative AI applications.

基于 suno.ai 实现的文字快速创作音乐网站 (A text-based rapid music creation website based on suno.ai )

A library for ready-made reinforcement learning agents and reusable components for neat prototyping