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knightnemo/Awesome-World-Models

A curated list of awesome works in world modeling, serving as a resource for researchers and practitioners.

2.1K

Active

Agents & Orchestration

Embodied AI

#world-modeling#dynamical-systems#generative-models

patrick-kidger/diffrax

Numerical differential equation solvers in JAX, with autodifferentiation and GPU support.

1.9K

Active

Python

ML Ops

Backend Frameworks

JAX

#differential-equations#dynamical-systems#neural-differential-equations

dynamicslab/pysindy

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

1.8K

Active

Python

ML Ops

Machine Learning

#dynamical-systems#nonlinear-dynamics#model-discovery

google-research/torchsde

Differentiable SDE solvers with GPU support and sensitivity analysis

1.7K

Archived

Python

AI Editors/Agents/Copilot

#Deep-Learning#Neural-Differential-Equations#Stochastic-Differential-Equations

Zymrael/awesome-neural-ode

A collection of resources for working with differential equations, deep learning, and dynamical systems.

1.5K

Archived

LLM Frameworks

Databases

React

#deep-learning#dynamical-modeling#ode

pnnl/neuromancer

A PyTorch-based framework for solving constrained optimization problems, physics-informed ML, and parametric model predictive control.

1.3K

Active

Python

LLM Frameworks

API Frameworks

PyTorch

#constrained-optimization#control-systems#dynamical-systems

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