Zach-T-Burns

Zachary Burns's starred repositories

llm-course

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

Language:Jupyter NotebookApache-2.034918 364 65

mlx

MLX: An array framework for Apple silicon

Language:C++MIT16009 139 477

ludwig

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

Language:PythonApache-2.011030 192 1062

nerfstudio

A collaboration friendly studio for NeRFs

Language:PythonApache-2.09010 113 1560

mlx-examples

Examples in the MLX framework

Language:PythonMIT5607 62 419

courses

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

Language:Python5127 87 7

gradient-checkpointing

Make huge neural nets fit in memory

Language:PythonMIT2668 81 42

deq

[NeurIPS'19] Deep Equilibrium Models

Language:PythonMIT713 21 29

fdtd

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

Language:PythonMIT463 23 62

ceviche

:shrimp: Electromagnetic Simulation + Automatic Differentiation

Language:PythonMIT325 23 18

DCLS-SR

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

Language:PythonMIT218 9 60

awesome-deep-optics

A paper list for deep optics design.

210 8 3

Super-Resolution-Zoo

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

Language:Python130 9 8

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

Accepted by CVPR 2022

Language:Python120 7 12

ProxImaL

A domain-specific language for image optimization.

Language:PythonMIT112 9 50

18369

18.369/8.315 - Mathematical Methods in Nanophotonics course

Language:Jupyter Notebook102 100

awesome-implicit-neural-models

MIT96 90

fmmax

Fourier modal method with Jax

Language:Jupyter NotebookMIT93 6 41

Delta-Prox

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

Language:Python73 4 2

torchdeq

Modern Fixed Point Systems using Pytorch

Language:PythonMIT70 6 7

chromatix

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

Language:PythonMIT61 5 72

ImDecorr

Language:MATLABGPL-3.056 3 5

jaxwell

Jaxwell is JAX + Maxwell

Language:Jupyter NotebookGPL-3.041 11 6

DeCAF

Language:PythonMIT40 6 3

jacobian_free_backprop

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

Language:Python33 50

Rigorous-Coupled-Wave-Analysis

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

Language:Jupyter NotebookMIT31 80

Fringe.Py

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

Language:PythonMIT28 1 3

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

Language:PythonApache-2.021 10

jaxwell

Jaxwell is JAX + Maxwell

Language:PythonGPL-3.012 10

FlexSIM

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

Language:MATLABGPL-3.04 40