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rtqichen/torchdiffeq

Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.

6.4K
Experimental
Python
ML Ops
API Frameworks
PyTorch
#ode-solver#gpu-acceleration#backpropagation

SciML/SciMLBook

A textbook on parallel computing and scientific machine learning methods and applications

2.0K
Active
HTML
Scientific Machine Learning
API Frameworks
#differential-equations#gpu-computing#neural-networks

LuChengTHU/dpm-solver

Official code for a fast ODE solver for diffusion probabilistic model sampling in 10 steps

1.8K
Archived
Python
Diffusion Models
ML Ops
Python
#diffusion-models#score-based-generative-models#stable-diffusion

SciML/ModelingToolkit.jl

A Julia framework for acausal modeling, symbolic math, and parallelized scientific machine learning.

1.6K
Active
Julia
ML Ops
API Frameworks
#acausal-modeling#symbolic-math#parallelized-sciml

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

SciML/NeuralPDE.jl

Physics-Informed Neural Networks (PINN) Solvers for accelerated simulation and scientific machine learning.

1.2K
Active
Julia
Scientific AI
API Frameworks
#differential-equations#neural-networks#scientific-machine-learning

Tencent-Hunyuan/MixGRPO

MixGRPO is a Python library that unlocks flow-based GRPO efficiency with mixed ODE-SDE for diffusion and reinforcement learning.

1.1K
Stable
Python
Agents & Orchestration
Reinforcement-Learning
#diffusion#grpo#reinforcement-learning

raminmh/CfC

A Python library for building continuous-time neural networks and neural ODEs.

1.0K
Archived
Python
LLM Frameworks
API Frameworks
PyTorch
#deep-learning#neural-ode#recurrent-neural-networks

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