Zach-T-Burns

chromatix

Differentiable wave optics using JAX! Documentation can be found at https://chromatix.readthedocs.io

fdtd

A 3D electromagnetic FDTD simulator written in Python with optional GPU support

jaxwell

Jaxwell is JAX + Maxwell

jaxwell

Jaxwell is JAX + Maxwell

jacobian_free_backprop

Implicit networks can be trained efficiently and simply by using Jacobian-free Backprop (JFB).

Super-Resolution-Zoo

Collection of pre-trained super-resolution models in MXNet.

Rigorous-Coupled-Wave-Analysis

Rigorous coupled wave analysis and PWEM implemented in short readable python codes

ceviche

:shrimp: Electromagnetic Simulation + Automatic Differentiation

fmmax

Fourier modal method with Jax

DeCAF

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

FlexSIM

A flexible SIM reconstruction method capable to handle difficult data prone to reconstruction artifacts.

Deep_learning_based_on_parameterized_physical_forward_model_for_adaptive_holographic_imaging

Deep learning based on parameterized physical forward model for adaptive holographic imaging with unpaired data

mlx-examples

Examples in the MLX framework

mlx

MLX: An array framework for Apple silicon

18369

18.369/8.315 - Mathematical Methods in Nanophotonics course

nerfstudio

A collaboration friendly studio for NeRFs

Deep-Generalized-Unfolding-Networks-for-Image-Restoration

Accepted by CVPR 2022

ProxImaL

A domain-specific language for image optimization.

Delta-Prox

Official code repository for ∇-Prox: Differentiable Proximal Algorithm Modeling for Large-Scale Optimization (SIGGRAPH TOG 2023)

gradient-checkpointing

Make huge neural nets fit in memory

ImDecorr

ludwig

Low-code framework for building custom LLMs, neural networks, and other AI models

DCLS-SR

Official PyTorch implementation of the paper "Deep Constrained Least Squares for Blind Image Super-Resolution", CVPR 2022.

torchdeq

Modern Fixed Point Systems using Pytorch

deq

[NeurIPS'19] Deep Equilibrium Models

awesome-implicit-neural-models

awesome-deep-optics

A paper list for deep optics design.

courses

This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI)

Fringe.Py

A Python implementation of diffraction and coherent field propagation by angular spectrum method.