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12306

12306智能刷票，订票

advisor

Open-source implementation of Google Vizier for hyper parameters tuning

angler

Frequency-domain photonic simulation and inverse design optimization for linear and nonlinear devices

capsnet-tensorflow

A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules

chinese-std-gb-t-7714-related-csl

GB/T 7714相关的csl以及Zotero使用技巧及教程。

combo

COMmon Bayesian Optimization

deep-learning-book-chapter-summaries

Attempting to make the Deep Learning Book easier to understand.

deeplearningflappybird

Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).

deepnanodesign

echo

Python package containing all custom and SOTA mathematical backend algorithms used in Machine Learning.

gradient-checkpointing

Make huge neural nets fit in memory

gridstudio

Grid studio is a web-based spreadsheet application with full integration of the Python programming language.

iwae

Praktikum: Deep Learning in Real World 2017 - Importance Weighted Autoencoder

iwae-tensorflow

Tensorflow implementation of Importance Weighted Auto Encoder

laddervae

Tensorflow implementation of the Ladder Variational Autoencoder

lihang

Statistical learning methods, 统计学习方法 [李航] 值得反复读. [笔记, 代码, notebook, 参考文献, Errata, lihang]

linux-command

Linux命令大全搜索工具，内容包含Linux命令手册、详解、学习、搜集。https://git.io/linux

meta-atoms-data-sharing

metalab

Learn and design nanophotonic structures, metamaterial structures... Using powerful machine learning algorithms(deep CNN, GBRT,...)

mlfilms

Calculating the optical response of multilayer films using the transfer matrix method

nanoem

COMSOL implementation of the mesoscopic boundary conditions for nanoscale electromagnetism

neural-maxwell

A generative model for computing electromagnetic field solutions

py12306

🚂 12306 购票助手，支持集群，多账号，多任务购票以及 Web 页面管理

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials

s4

Stanford Stratified Structure Solver - Electromagnetic simulator for layered periodic structures

scatternet

Code for all work presented in Nanophotonic Particle Simulation and Inverse Design Using Artificial Neural Networks

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)

siren

Official implementation of "Implicit Neural Representations with Periodic Activation Functions"

siren-pytorch

Pytorch implementation of SIREN - Implicit Neural Representations with Periodic Activation Function