gnthibault / Optimisation-PythonLinks
A set of notebooks related to convex optimization, variational inference and numerical methods for signal processing, machine learning, deep learning, graph analysis, bayesian programming, statistics or astronomy.
☆31Updated 4 months ago
Alternatives and similar repositories for Optimisation-Python
Users that are interested in Optimisation-Python are comparing it to the libraries listed below
Sorting:
- Learning for computational imaging system made simple.☆65Updated 4 years ago
- MATLAB package of iterative regularization methods and large-scale test problems. This software is described in the paper "IR Tools: A MA…☆90Updated 3 years ago
- Python Sparse data Analysis Package☆56Updated last year
- GPU-based Total (Generalized) Variation implementation for various applications, with Python and Matlab wrappers.☆55Updated 6 years ago
- A Python implementation of the Chambolle-Pock algorithm for image processing applications examples☆36Updated 9 years ago
- Stochastic PDHG with Arbitrary Sampling and Imaging Applications☆22Updated 5 years ago
- C++, CUDA, and MATLAB codes for the paper "An Exact and Fast Computation of Discrete Fourier Transform for Polar and Spherical Grid"☆45Updated 8 years ago
- Code related to the paper "On instabilities of deep learning in image reconstruction - Does AI come at a cost?"☆35Updated 3 months ago
- Primal-Dual Solver for Inverse Problems☆13Updated 4 years ago
- Modular and scalable computational imaging in Python with GPU/out-of-core computing.☆138Updated 5 months ago
- PyProximal – Proximal Operators and Algorithms in Python☆74Updated last week
- Code for the article "Accelerated Forward-Backward Optimization using Deep Learning"☆12Updated 4 years ago
- Code for the book "Compressive imaging: Structure, Sampling, Learning".☆15Updated 4 years ago
- Scientific Computational Imaging COde☆139Updated last week
- Solving ill-posed inverse problems using iterative deep neural networks☆97Updated 3 years ago
- Modular Optimisation tools for solving inverse problems☆27Updated 2 months ago
- A Matlab library for solving optimization problems with forward-backward splitting☆40Updated 6 years ago
- Dictionary Learning for image processing☆36Updated 4 years ago
- A Python-CUDA implementation of the Wavelet Transform☆28Updated 2 years ago
- Source codes for paper "Faster FISTA" and "Improving FISTA: Faster, Smarter and Greedier''☆44Updated 3 years ago
- Iterative Shrinkage Thresholding Algorithm (ISTA) for LASSO problem☆40Updated 8 years ago
- The AIR Tools II toolbox for MATLAB accompanies the publication "AIR Tools II: algebraic iterative reconstruction methods, improved imple…☆81Updated 4 years ago
- The set of CPU/GPU optimised regularisation modules for iterative image reconstruction and other image processing tasks☆60Updated 9 months ago
- A linear-operator toolbox for Matlab☆65Updated last year
- Fast, Native Non-Uniform Fast Fourier Transform for TensorFlow☆24Updated 2 years ago
- TVReg, Version 1.1: Software for 3D Total Variation Regularization☆35Updated 4 years ago
- 3D Bayesian Convolutional Neural Network (BCNN) for Credible Geometric Uncertainty. Code for the paper: https://arxiv.org/abs/1910.10793☆63Updated 2 years ago
- A Python package for sparse representations and dictionary learning, including matching pursuit, K-SVD and applications.☆91Updated 5 months ago
- Learning Activation Functions in Deep (Spline) Neural Networks☆28Updated 2 years ago
- Fast randomized block Krylov method for the singular value decomposition☆40Updated 7 years ago