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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.
Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
Making large AI models cheaper, faster and more accessible
Research and development (R&D) is crucial for the enhancement of industrial productivity, especially in the AI era, where the core aspects of R&D are mainly focused on data and models. We are committed to automating these high-value generic R&D processes through R&D-Agent, which lets AI drive data-driven AI. 🔗https://aka.ms/RD-Agent-Tech-Report
Statsmodels: statistical modeling and econometrics in Python
Lightning ⚡️ fast forecasting with statistical and econometric models.
Mesa is an open-source Python library for agent-based modeling, ideal for simulating complex systems and exploring emergent behaviors.
Python Toolkit for Causal and Probabilistic Reasoning
Open-source, end-to-end platform for evaluating, observing, and improving LLM and AI agent applications. Tracing · Evals · Simulations · Datasets · Gateway · Guardrails. Self-hostable. Apache 2.0.
Bioinformatics'2020: BioBERT: a pre-trained biomedical language representation model for biomedical text mining
A full spaCy pipeline and models for scientific/biomedical documents.
MarS: a Financial Market Simulation Engine Powered by Generative Foundation Model
Implementation of DiffDock: Diffusion Steps, Twists, and Turns for Molecular Docking
Biological foundation modeling from molecular to genome scale
[CONTRIBUTORS WELCOME] Generalized Additive Models in Python
Molecular Sets (MOSES): A Benchmarking Platform for Molecular Generation Models
OpenChem: Deep Learning toolkit for Computational Chemistry and Drug Design Research
⚗ A package useful for chemistry written in Python
FiPy is a Finite Volume PDE solver written in Python
Module for statistical learning, with a particular emphasis on time-dependent modelling
A Python native dynamical system simulation framework in the block diagram paradigm.
Unmanned Surface Vehicle simulation on Gazebo with water current and winds
Open, source-backed catalog of computer-use agents: reviewed papers, GUI models, datasets, benchmarks, tools, and reusable JSONL/SQLite data.
Neuro-symbolic agents with verified memory. MCP math tools, an algebra repair Skill, and an open challenge. Verify solutions, learn checked rules, and reuse.