Awesome Computational Imaging

🔁 Branch Roles

Branch	Purpose Description
master	Stores all runnable source code and scripts (organized by method categories).
docs	Contains all original Jupyter Notebooks (.ipynb), organized chapter-wise.
gh-pages	Automatically generated by jupyter-book build; serves the final static website.

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master branch

Awesome-Computational-Imaging/
├── code(coming soon)/                      <- Source code categorized by topics and paper repositories
│   ├── GS/                    <- 3D Gaussian Splatting & Super-Resolution
│   │   ├── ContinuousSR-main/
│   │   ├── gaussian-splatting-main/
│   │   └── GaussianImage-main/
│
│   ├── Inv/                   <- Inverse problem solvers & diffusion priors
│   │   ├── denoising-diffusion-pytorch-main/
│   │   ├── diffusion-posterior-sampling-main/
│   │   └── score_prior-main/
│
│   ├── INR/                   <- NeRF and neural rendering projects
│   │   ├── fourier-feature-networks-master/
│   │   ├── NeRF_Notebooks-main/
│   │   ├── nerf-master/
│   │   ├── nerf-pytorch-master/
│   │   └── siren-master/
│
│   ├── NeRF_optics/           <- Optics-related NeRF applications
│   │   ├── DeCAF-master/
│   │   ├── FPM_INR-main/
│   │   ├── nstm-main/
│   │   └── SpeckleFlowSIM-main/
│
│   └── PnP/                   <- Plug-and-Play image restoration methods
│       ├── alpha-transform-master/
│       ├── deep-plug-and-play-prior-master/
│       ├── DPIR-master/
│       ├── Galaxy-Deconv-main/
│       ├── KAIR-master/
│       └── PnP-DM-public-master/
│
├── compimg_book/             <- Jupyter Book configuration & build folder (for GitHub Pages)
│   ├── _config.yml           <- Book style, extensions, and build rules
│   ├── _toc.yml              <- Table of contents for all chapters
│   ├── intro.md              <- Homepage content
│   └── chapters/             <- Auto-generated `.md` files copied from `docs/chapters`
│
├── deploy.sh                 <- One-click build + deploy script for publishing the book
├── requirements.txt          <- Python dependencies for book generation
├── README.md                 <- Overview and guide for contributors
└── .github/workflows/        <- (Optional) GitHub Actions CI for auto-building the book

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🧭 Notebook Storage (in docs branch)

docs/
└── chapters/
    ├── Chapter01_SIREN/
    ├── Chapter02_NeRF/
    ├── Chapter03_FourierFeatures/
    ├── Chapter04_3D_Gaussian_Splatting/
    ├── Chapter05_Gaussian_Image/
    ├── Chapter06_Pixel2Gaussian/
    ├── Chapter07_FPM_INR/
    ├── Chapter08_DeCAF/
    ├── Chapter09_Neural_SpaceTime/
    ├── Chapter10_DDPM/
    ├── Chapter11_DPS/
    ├── Chapter12_ScoreDiffusion/
    ├── Chapter13_PlugAndPlay/
    └── Chapter14_PnP-DM/

Each folder includes a main .ipynb file which will be converted to .md and placed into compimg_book/chapters/ during the build process.