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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

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

cpmech/gosl

Go library for scientific computing, numerical analysis, and data visualization tools for developers.

1.9K

Stable

API Frameworks

Databases

#scientific-computing#numerical-analysis#data-visualization

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

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

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

brian-team/brian2

Brian is a free, open-source simulator for spiking neural networks, used in computational neuroscience.

1.1K

Active

Python

Agents & Orchestration

Computational Neuroscience

Python

#brian#simulation#spiking-neural-networks

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