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Chiral Nematic Liquid Crystal Simulation using Monte Carlo Metropolis Algorithm

Jupyter Notebook 1 Updated Mar 6, 2024

First order ray-optical system simulation

Python 18 9 Updated Jan 5, 2022

Repository for "Neural Nano-Optics for High-quality Thin Lens Imaging"

Python 85 34 Updated Nov 29, 2021

EPFL Course - Optimization for Machine Learning - CS-439

Jupyter Notebook 1,186 321 Updated Jun 27, 2024

The code for 'Deep Residual Fourier Transformation for Single Image Deblurring'

Python 3 Updated Apr 21, 2022

Contains programming labs and lecture notes for the lecture "Neural Data Science"

Jupyter Notebook 101 25 Updated Jul 12, 2021

Living Review of Machine Learning for Particle Physics

TeX 359 112 Updated Jan 6, 2025

KBNet: Kernel Basis Network for Image Restoration

Python 201 26 Updated Mar 23, 2023

Deep Wiener Deconvolution: Wiener Meets Deep Learning for Image Deblurring

Python 47 5 Updated Apr 19, 2021

Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023

Jupyter Notebook 2,643 600 Updated Oct 27, 2024

The Julia Programming Language

Julia 46,107 5,506 Updated Jan 7, 2025

Loss function of various types of GANs

Python 26 4 Updated Oct 5, 2018

Extract and Merge image patches for easy, fast and self-contained digital image processing and deep learning model training.

Jupyter Notebook 48 10 Updated Dec 10, 2023

Python file to generate your own hologram by inputing your image.

Python 3 Updated Dec 26, 2021