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aotools

A useful set of tools for Adaptive Optics in Python

bam-a-lightweight-but-efficient-balanced-attention-mechanism-for-super-resolution

we proposed a light-weigt but efficient blanced attention mechanism for SISR task.

bonsu

The Interactive Phase Retrieval Suite

cfc

Closed-form Continuous-time Neural Networks

cxphasing

Python Coherent X-ray Ptychography Phase Retrieval

deep-speckle-correlation

python implementation of Deep speckle correlation: a deep learning approach towards scalale imaging through scattering media

deep_learning_object_detection

A paper list of object detection using deep learning.

fza_lensless_imaging

Lensless imaging using Fresnel zone plate

matlab

ml-nlp

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

nn-iterated-projections

Neural network training using iterated projections.

optometrika

Optometrika MATLAB library implements analytical and iterative ray tracing approximation to optical image formation using Snell’s and Fresnel’s laws of refraction and reflection.

prmlt

Matlab code for machine learning algorithms in book PRML

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

python-100-days

Python - 100天从新手到大师

radon-transform_schultz-gu

We present two Matlab-based routines, Radon_inverse and Radon_forward, that perform discrete inverse and forward Radon transforms. These frequency-based methods offer the user flexible choices among multiple regularization methods and path functions. They are designed for simplicity and flexibility, and the Matlab foundation ensures portability between platforms. Both Radon_inverse and Radon_forward could be readily adapted or modified for a broad range of geophysical applications.

reading-list

Reading list on deep learning

reproducible-image-denoising-state-of-the-art

Collection of popular and reproducible image denoising works.

scikit-qfit

Package that fits gradient orthogonal Q polynomials to freeform shapes

snapshot-quantitative-phase-microscopy-with-a-printed-film

sphere-lab

Matlab code for spherical harmonic computations

spipy

Python tools for XFEL single-particle-imaging (SPI) analysis and reconstruction

th-cpl

清华大学计算机学科推荐学术会议和期刊列表

tips_for_interview

我的一些面试心得；自学CS历程分享；找工作求职经验分享

tomophantom

Software to generate 2D/3D/4D analytical phantoms and their Radon transforms for image processing

unwrap_phase

wavetorch

🌊 Numerically solving and backpropagating through the wave equation

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