Mathieu Dugré

[DOC] todo of missing default value in docstrings

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> [!TIP] > # **💻 🍁 For the [hacktoberfest](https://hacktoberfest.com/) contributors 🍁 💻** > > Make sure to: > - read our [contributing guidelines](https://nilearn.github.io/stable/development.html#contribution-guidelines) > > If this is your first...

Allowing generic output type in `VectorLinearInterpolateImageFunction::EvaluateAtContinuousIndex`

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### Description The current design restricts the output type of the interpolation to `double`. As shown [here](https://github.com/InsightSoftwareConsortium/ITK/blob/318139a0415e34e702f7ace4fff6b20f3ac65a10/Modules/Core/ImageFunction/include/itkVectorInterpolateImageFunction.h#L48) `NumericTraits::RealType` evaluates to `double` regardless of the input type. We found this was...

SVD solver

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Hi, In my current project, my team needs to use RidgeRegression with an SVD solver. I implemented an initial version [here](https://github.com/mathdugre/dask-glm/commit/bebf23b5040426da3755bf2c3032a871a165fec5?diff=split), based on the [sklearn implementation](https://github.com/scikit-learn/scikit-learn/commit/814ad9ba14ea1f53da353368d34daf89061cf92e#diff-e7a1a6bac747c5273cc1e858fb418e7a86ceb453dc8a9ba92839da3d69932ba9). I also made an...

OpenMP thread synchronization bottleneck

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# Environment details Docker image: `mathdugre/freesurfer:debug-info` also available at https://github.com/mathdugre/mri-bottleneck/blob/main/container/freesurfer.Dockerfile Multi-threading was set using: * `-threads` argument * `OMP_NUM_THREADS` env var * `ITK_GLOBAL_DEFAULT_NUMBER_OF_THREADS` env var All set to the same...

Building book at the project root fails

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### Describe the bug **context** I was manually creating a jupyter-book for a repository, which sole purpose was to be a jupyter-book (i.e. no other code). When creating a jupyter-book...