Qlib is an AI-oriented Quant investment platform that aims to use AI tech to empower Quant Research, from exploring ideas to implementing productions. Qlib supports diverse ML modeling paradigms, including supervised learning, market dynamics modeling, and RL, and is now equipped with https://github.com/microsoft/RD-Agent to automate R&D process.

Python

5,132

ai data-science reinforcement-learning mlops quantitative-finance quantitative-investment quantitative-investing deep-learning quantitative-research model-serving

huggingface

transformers

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

Python

152,105

31,043

transformers pytorch tensorflow deep-learning nlp python mlops ai

weaviate

Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database.

14,942

1,124

vector-search databases weaviate vector-databases mlops ai

jax-ml

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

Python

33,861

3,226

python deep-learning jax mlops ai

activepieces

AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents

TypeScript

18,976

2,880

ai llm typescript open-source automation workflow-automation ai-ethics mlops ai-agents ai-research