Popular GitHub Repositories for Relational Dynamics

Qlib is an AI-oriented quantitative investment platform that aims to realize the potential, empower research, and create value using AI technologies in quantitative investment, from exploring ideas to implementing productions. Qlib supports diverse machine learning modeling paradigms. including supervised learning, market dynamics modeling, and RL.

An open source quadruped robot pet framework for developing Boston Dynamics-style four-legged robots that are perfect for STEM, coding & robotics education, IoT robotics applications, AI-enhanced robotics application services, research, and DIY robotics kit development.

An open source quadruped robot pet framework for developing Boston Dynamics-style four-legged robots that are perfect for STEM, coding & robotics education, IoT robotics applications, AI-enhanced robotics application services, research, and DIY robotics kit development.

Synthetic data generation for tabular data

Fast and Easy Infinite Neural Networks in Python

Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

A deep learning package for many-body potential energy representation and molecular dynamics

A package for the sparse identification of nonlinear dynamical systems from data

A comprehensive list of Implicit Representations and NeRF papers relating to Robotics/RL domain, including papers, codes, and related websites

PDEBench: An Extensive Benchmark for Scientific Machine Learning

The OpenCog (hyper-)graph database and graph rewriting system

Computational Fluid Dynamics in JAX

SchNetPack - Deep Neural Networks for Atomistic Systems

[ACL 2020] A Novel Cascade Binary Tagging Framework for Relational Triple Extraction

PyBullet CartPole and Quadrotor environments—with CasADi symbolic a priori dynamics—for learning-based control and RL

Generating Videos with Scene Dynamics. NIPS 2016.

End-To-End Molecular Dynamics (MD) Engine using PyTorch

TypeDB-ML is the Machine Learning integrations library for TypeDB

Cleora AI is a general-purpose open-source model for efficient, scalable learning of stable and inductive entity embeddings for heterogeneous relational data. Created by Synerise.com team.