MI2G / sampling-tutorialsLinks
Imaging Inverse Problems and Bayesian Computation - Python tutorials to learn about (accelerated) sampling for uncertainty quantification and other advanced inferences
☆9Updated last year
Alternatives and similar repositories for sampling-tutorials
Users that are interested in sampling-tutorials are comparing it to the libraries listed below
Sorting:
- Published in IEEE Trans. Comput. Imag.☆8Updated 8 months ago
- Scientific Computational Imaging COde☆134Updated this week
- Pytorch wrappers for the FINUFFT library☆14Updated 6 months ago
- ☆19Updated last year
- 10 Lectures on Inverse Problems and Imaging☆46Updated 2 months ago
- ☆23Updated last year
- ☆50Updated 2 years ago
- Bindings to use a NUFFT in pytorch with differentiation with respect to the input and to the positions.☆22Updated 6 months ago
- Equivariant plug-and-play algorithms☆18Updated last year
- Data-driven wavefront-based PSF modelling framework.☆19Updated this week
- Utilities and methods to use the PnP algorithm and MACE framework on image reconstruction problems. Includes demos for superresolution a…☆19Updated last year
- Code related to the paper "Deep Equilibrium Architectures for Inverse Problems in Imaging"☆37Updated 4 years ago
- Solving inverse problems using conditional invertible neural networks.☆33Updated 4 years ago
- Master thesis: Uliège☆24Updated 5 years ago
- Deep Probabilistic Imaging (DPI): Uncertainty Quantification and Multi-modal Solution Characterization for Computational Imaging☆37Updated 3 years ago
- A Python code designed for PSF deconvolution using a low-rank approximation and sparsity. The code can handle a fixed PSF for the entire …☆25Updated 2 years ago
- ☆10Updated last month
- Conditional Invertible Neural Networks for Medical Imaging☆19Updated 2 years ago
- Implementations of the Scalable Angular Spectrum Method☆54Updated last year
- Official implementation of the Reconstruct Anything Model (RAM)☆39Updated last month
- Implementation of extended ptychographical iterative engine (ePIE) with positional correction☆18Updated last year
- ☆17Updated 3 years ago
- ☆45Updated 3 years ago
- Learning for computational imaging system made simple.☆64Updated 4 years ago
- A unifying Matlab framework for the development of reconstruction algorithms (solving inverse problems) in computational imaging☆84Updated 2 weeks ago
- Matlab code for optical diffraction tomography in 2D and 3D using Lippmann-Schwinger model☆32Updated 3 years ago
- Modular Optimisation tools for solving inverse problems☆27Updated 3 months ago
- ☆17Updated 3 weeks ago
- Fast, Native Non-Uniform Fast Fourier Transform for TensorFlow☆24Updated 2 years ago
- Iterative shrinkage / thresholding algorithms (ISTAs) for linear inverse problems☆29Updated last year