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A library for scientific machine learning and physics-informed learning

Python 3,773 907 Updated Dec 12, 2025

Learning in infinite dimension with neural operators.

Python 3,317 810 Updated Jan 12, 2026

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

Python 10,383 1,263 Updated Aug 4, 2025

🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.

Python 32,425 6,683 Updated Jan 13, 2026

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

Python 11,260 1,821 Updated Dec 23, 2025

OSS library that implements deep learning methods for partial differential equations and much more

Jupyter Notebook 455 46 Updated Oct 2, 2025

Open-source deep-learning framework for building, training, and fine-tuning deep learning models using state-of-the-art Physics-ML methods

Python 2,280 540 Updated Jan 12, 2026

FEM mode solver for photonic waveguides

Python 154 42 Updated Dec 12, 2025

Transform the Red Pitaya in an acquisition card

VHDL 35 5 Updated Jun 15, 2021

Genetic-algorithm-based optimisation of resonator dispersion for tailoring Kerr comb states of the Lugiato-Lefever Equation (LLE).

MATLAB 21 3 Updated Aug 29, 2023

Scientific Inkscape: Inkscape extensions for figure resizing and editing

Python 771 23 Updated Jan 13, 2026

Python GDS layout and CAD geometry creation

Python 221 69 Updated Aug 8, 2025

Finite element software for Stimulated Brillouin Scattering calculations

Python 12 3 Updated Mar 6, 2019

An open source Python single-pixel imaging kit for educational and research purposes.

Python 41 7 Updated Aug 29, 2025

🦐 Electromagnetic Simulation + Automatic Differentiation

Python 393 86 Updated Jul 6, 2023

free finite-difference time-domain (FDTD) software for electromagnetic simulations

C++ 1,540 748 Updated Jan 1, 2026

Yet another black-box optimization library for Python

Jupyter Notebook 138 17 Updated Dec 6, 2022