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18.369-j-8.315-j-mathematical-methods-in-nanophotonics

18.369/8.315 - Mathematical Methods in Nanophotonics course

ai-for-beginners

12 Weeks, 24 Lessons, AI for All!

airtoolsii

The AIR Tools II toolbox for MATLAB accompanies the publication "AIR Tools II: algebraic iterative reconstruction methods, improved implementation", Hansen, P. C. & Jørgensen, J. S. Numer Algor (2017).

angler

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

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

auto-gpt

An experimental open-source attempt to make GPT-4 fully autonomous.

baidupan-rapidupload

百度网盘秒传链接转存/生成/转换 网页工具 (全平台可用)

berkeleyphotonicinversedesign

Continuous Adjoint Optimization with Lumerical, developed at UC Berkeley

ceviche

:shrimp: Electromagnetic Simulation + Automatic Differentiation

clrs

compressed-sensing-code

自己搜集和改写的压缩感知相关程序代码

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

cs-recovery-algorithms

cs229

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55个国家的300所大学用于教学。

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

dispersion-assisted_high-dimensional_photodetector

数据集的创建

downkyi

哔哩下载姬downkyi，哔哩哔哩网站视频下载工具，支持批量下载，支持8K、HDR、杜比视界，提供工具箱（音视频提取、去水印等）。

fdfdpy

Pure Python implementation of the finite difference frequency domain (FDFD) method for electromagnetics

flexcompute-readthedocs

Config files for my GitHub profile.

funnlp

中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称词库、同义词库、反义词库、否定词库、汽车品牌词库、汽车零件词库、连续英文切割、各种中文词向量、公司名字大全、古诗词库、IT词库、财经词库、成语词库、地名词库、历史名人词库、诗词词库、医学词库、饮食词库、法律词库、汽车词库、动物词库、中文聊天语料、中文谣言数据、百度中文问答数据集、句子相似度匹配算法集合、bert资源、文本生成&摘要相关工具、cocoNLP信息抽取工具、国内电话号码正则匹配、清华大学XLORE:中英文跨语言百科知识图谱、清华大学人工智能技术系列报

fza_lensless_imaging

Lensless imaging using Fresnel zone plate

gpt_academic

为ChatGPT/GLM提供图形交互界面，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持清华chatglm等本地模型。兼容复旦MOSS, llama, rwkv, 盘古, newbing, claude等

ios

Shadowrocket 小火箭最新版在线安装， 共享Shadowrocket 小火箭账号，苹果手机SS/SSR/V2Ray客户端

irtools

MATLAB package of iterative regularization methods and large-scale test problems. This software is described in the paper "IR Tools: A MATLAB Package of Iterative Regularization Methods and Large-Scale Test Problems" that will be published in Numerical Algorithms, 2018.

lc-simulation

A collection Matlab scripts and Mathematica notebooks that simulate nematic liquid crystals.

lihang-code

《统计学习方法》的代码实现

lumerical-script

script of lumerical FDTD including building structure, creating optimization and result analysing

lumopt

Python based continuous adjoint optimization wrapper for Lumerical

machine_learning_beginner

机器学习初学者公众号作品