SunOpt

vim-fast

A very fast Vim repository for C/C++,Go,Python,Rust

MIT-Linear-Algebra-Notes

MLNLP: Notes for MIT-Linear-Algebra

Multiclass_Metasurface_InverseDesign

Here, we use a conditional deep convolutional generative adversarial network (cDCGAN) to inverse design across multiple classes of metasurfaces. Reference: https://onlinelibrary.wiley.com/doi/10.1002/adom.202100548

miepython

Mie scattering of light by perfect spheres

RayPolMieScattering

Ray Tracing Polarisation-sensitive Mie Scattering

MetaOptics

Generates metasurface GDSII layouts for a given phase mask and FDTD dimension vs phase data

emopt

A suite of tools for optimizing the shape and topology of electromagnetic structures.

oct2py

Run M Files from Python - GNU Octave to Python bridge

Frequency-sampling-strategy-for-numerical-diffraction-calculation

GCSim

Standalone application for Grating coupler simulation built on Python and some scientific modules

rcwa

Rigorous Coupled Wave Analysis for the calculation of Photonic Crystal R/T spectra

Rigorous-Coupled-Wave-Analysis

modules for semi-analytic fourier series solutions for Maxwell's equations. Includes transfer-matrix-method, plane-wave-expansion-method, and rigorous coupled wave analysis (RCWA).

CMUComputationalPhotography

Jupyter Notebooks for CMU Computational Photography Course 15.463

grcwa

Python implementation of rigorous coupled wave analysis, autograd supported for optimization purpose

scikit-opt

Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)

gaft

A Genetic Algorithm Framework in Python (not for production level)

Airplay-SDK

The Best Airplay SDK supports Airplay Mirroring and AirPlay Casting to a receiver device.

metalens

Design, optimize, & simulate metasurface lenses (aka diffractive lenses), beam deflectors, gratings etc

PhD_Thesis

Adjoint-based optimization and inverse design of photonic devices.

Adjoint-Workshop

Gentle introduction and demo of the adjoint variable method for electromagnetic inverse design

Dive-into-DL-PyTorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

leedl-tutorial

《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases

notes-python

中文 Python 笔记

scratch_mlp

Explaining the Math of how neural networks learn

the-craft-of-selfteaching

One has no future if one couldn't teach themself.

The_Art_of_Seeing

This webpage displays the Moire book, implements the Moire image encryption algorithm and shows how the Moire effect works.

Python-100-Days

Python - 100天从新手到大师

Python

All Algorithms implemented in Python

nndl.github.io

《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning