Python - 100天从新手到大师

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

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。

简单粗暴 TensorFlow 2 | A Concise Handbook of TensorFlow 2 | 一本简明的 TensorFlow 2 入门指导教程

🙄 Difficult algorithm, Simple code.

本仓库将PyTorch官方书籍《Deep learning with PyTorch》（基本摘录版）翻译成中文版并给出可运行的相关代码。

Instructional implementation of Physics-Aware Training (PAT) with demonstrations on simulated experiments.

Diffraction Deep Neural Networks(D2NN)

GPU-accelerated RCWA with automatic differentiation

hybrid optical electronic convolutional neural networks

Pytorch version of D2NN

Holotorch is an optimization framework for differentiable wave-propagation written in PyTorch

Code for Lensless Learning Paper

Implementations of the Scalable Angular Spectrum Method

Optimizing phase mask for a lensless imaging system

PyTorch Artificial Intelligence Fundamentals, published by Packt

Scripts for training neural networks resistant to photon shot noise with quantization-aware training, together with the code for simulating neural network performance under shot noise.

Repository for Diffractive Neural Network Course project under PH202