wszc-2021 Goto Github PK

admm_release

Matlab/Python code for the ADMM part of my thesis ''Alternating Optimization: Constrained Problems, Adversarial Networks, and Robust Models''

awesome-markdown

A collection of awesome markdown goodies (libraries, services, editors, tools, cheatsheets, etc.)

bart

BART: Toolbox for Computational Magnetic Resonance Imaging

componentlibrary

Improved Inkscape vector graphics library for illustrations of optics experiments

cpp-primer-plus-6th

《C++ Primer Plus 第6版（中文版）》原书代码、习题答案和个人笔记，仅供学习和交流。

deep-learning-books

Books for machine learning, deep learning, math, NLP, CV, RL, etc. 一些机器学习、深度学习等相关话题的书籍。

deep-phase-retrieval-holo

深度图像先验

dncnn

Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)

invimaging-deeppriors

Code accompanying paper titled "Algorithmic Guarantees for Inverse Imaging with Untrained Network Priors"

isdd

a public Infrared Ship Detection Dataset (ISDD)

kair

Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR

learn-ebook

collecting interesting or useful ebooks for reading at ordinary times. enlarge our horizon

leia

ltemplate

Extend Mathematica with LibraryLink and C++ with ease

matex

LaTeX labels in Mathematica

mathematica-belief-propagation

Exact & Loopy Subjective Logic & Non-Subjective Logic Belief Propagation for Undirected (Markov) Networks in Mathematica

maui

Open source desktop app for the free Wolfram Engine

ml-based_source_localization_from_uv-plane

ALMA Deep Learning based pipeline for source localization directly from uv-observations

mri-

A python based MRI reconstruction toolbox with compressed sensing, parallel imaging and machine-learning functions

mri-physics-recon

physics-based MRI reconstruction

noisy-sparse-phase-retrieval-using-thresholded-wirtinger-flow-algorithm

Implementing and evaluating the TWF algorithm against real datasets

optimus-primal

Light weight primal dual solver

phase-recovery

Resources for phase recovery (also called phase imaging, phase retrieval, or phase reconstruction)

phasegan

CycleGAN based Phase reconstruction algorythms

phaseretrieval

python implementation of phase retrieval algorithms based on pytorch library

phaseretrievalwithoutliers

Code to reproduce 2015 paper on phase retrieval

ppack

Python 3 version of the MATLAB Phasepack Library

prdeep

This package contains the code to run prDeep; a noise robust phase retrieval algorithm based on deep neural networks.

pri_spca

The codes for our NeurIPS 2021 paper: Towards Sample-Optimal Compressive Phase Retrieval with Sparse and Generative Priors

pytorch_admm-csnet