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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.
:sunglasses: A curated list of robotics libraries and software
PyBullet CartPole and Quadrotor environments—with CasADi symbolic a priori dynamics—for learning-based control and RL
An open library for the analysis of molecular dynamics trajectories
A flexible framework for solving PDEs with modern spectral methods.
A Python Package for Protein Dynamics Analysis
A Python native dynamical system simulation framework in the block diagram paradigm.
Iterative Linear Quadratic Regulator with auto-differentiatiable dynamics models
Multibody dynamics tool kit.
pyMOR - Model Order Reduction with Python
OpenAeroStruct is a lightweight tool that performs aerostructural optimization using OpenMDAO.
The Geospatial Neighborhood Analysis Package
Solve nonlinear heterogeneous agent models
Tensorflow Implementation of "Generating Videos with Scene Dynamics"