Inverse-problem Libraries

5 Components & Libraries

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Inverse-problem Libraries

Operator Discretization Library https://odlgroup.github.io/odl/

Installing ODL should be as easy as or ODL is compatible with Python 2/3 and all major platforms (GNU/Linux / Mac / Windows). This is an incomplete list of articles and projects using ODL. If you wan…

Learning-Python-Physics-Informed-Machine-Learning-PINNs-DeepONets

Physics Informed Machine Learning Tutorials (Pytorch and Jax)

Hi, I’m Juan Diego Toscano. Thanks for stopping by. This repository will help you to get involved in the physics-informed machine learning world. In particular, it includes several step-by-step guide…

Python based dashboard for real-time Electrical Impedance Tomography including image reconstruction using Back Projection, Graz Consensus and Gauss Newton methods

Biomedical Imaging has previously been expensive and near impossible to hack and experiment with. If more people experimented and understood how imaging works we could move it forward much faster and…

Modular and scalable computational imaging in Python with GPU/out-of-core computing.

In the realm of computer vision 📷, digital image restoration and enhancement techniques have established themselves as indispensable pillars. These techniques, aiming to restore and elevate the qual…

Learned Primal-Dual Reconstruction

The code contains the following The pre-trained networks are currently under finalization and will be released soon. Development is financially supported by the Swedish Foundation for Strategic Resea…

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