zhaolei24's repositories
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
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
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
wavetorch
🌊 Numerically solving and backpropagating through the wave equation