SunOpt's starred repositories
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
RayPolMieScattering
Ray Tracing Polarisation-sensitive Mie Scattering
MetaOptics
Generates metasurface GDSII layouts for a given phase mask and FDTD dimension vs phase data
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
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)
Airplay-SDK
The Best Airplay SDK supports Airplay Mirroring and AirPlay Casting to a receiver device.
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。
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
nndl.github.io
《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning