ModOpt

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**System setup** modopt version: v1.5.1 **Describe the bug** Using Ridge in a reconstruction (with Condat in my case) raises a ValueError: dimension mismatch. Other similar proximity operators (SparseThreshold or ElasticNet)...

Biagig

**Is your feature request related to a problem? Please describe.** Some users may have a hard time understanding how to use metrics in optimization algorithms. **Describe the solution you'd like**...

zaccharieramzi

[HELP] Linear regression with errors

5

Hi Samuel. I have run through the notebook modopt_example.ipynb, and inverse_problems_1.ipynb and sparsity_1.ipynb in the CosmoStat/Tutorials ada branch, playing around with parameters to better my understanding. I am wondering how...

mpound

Implement FAASTA

8

The [FAASTA](https://arxiv.org/pdf/1512.06999.pdf) algorithm allows us to perform a FISTA algorithm in the analysis formulation. In our case we could see if the FAASTA still performs well with the [new restarting...

zaccharieramzi

[QoL] Add Identity() as default linear in Sparsity prox

6

**Is your feature request related to a problem? Please describe.** [opt.proximity.SparseThreshold](https://github.com/CEA-COSMIC/ModOpt/blob/master/modopt/opt/proximity.py#L130) requires a `linear` operator as input I think it'd be good to have a default set up. **Describe the...

MorganSchmitz

**Is your feature request related to a problem? Please describe.** We need a composition operator that takes in a vector of operators and carries out composition. These indivitual operations can...

chaithyagr

[NEW FEATURE] Automated profiling framework

1

**Issue** Implement an automated code profiling framework for ModOpt in order to test performance improvements. This framework needs to run on a GPU either remotely (*e.g.* Google Collab, Kaggle Kernels)...

sfarrens

This PR updates [nbsphinx](https://pypi.org/project/nbsphinx) from **0.8.7** to **0.9.5**. Changelog ### 0.9.5 ``` __ https://github.com/spatialaudio/nbsphinx/compare/0.9.4...0.9.5 ``` ### 0.9.4 ``` __ https://github.com/spatialaudio/nbsphinx/compare/0.9.3...0.9.4 ``` ### 0.9.3 ``` __ https://github.com/spatialaudio/nbsphinx/compare/0.9.2...0.9.3 ``` ### 0.9.2 ```...

pyup-bot

This PR updates [numpydoc](https://pypi.org/project/numpydoc) from **1.1.0** to **1.8.0**. Changelog Links - PyPI: https://pypi.org/project/numpydoc - Changelog: https://data.safetycli.com/changelogs/numpydoc/

pyup-bot

This PR updates [sphinx-gallery](https://pypi.org/project/sphinx-gallery) from **0.11.1** to **0.17.1**. Changelog ### 0.17.1 ``` ------- **Fixed bugs:** - FIX: Fix stability of stored compiled regex `1369 <https://github.com/sphinx-gallery/sphinx-gallery/pull/1369>`__ (`larsoner <https://github.com/larsoner>`__) - ENH: Improve...

pyup-bot