more xCEBRA docstrings #245
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MMathisLab commented Apr 22, 2025
MMathisLab commented - attempt to add more docstrings to xCEBRA :) please wait until Add xCEBRA implementation (AISTATS 2025) #225 is merged, then update this branch @stes
* Add multiobjective solver and regularized training * Add example for multiobjective training * Add jacobian regularizer and SAM * update license headers * add api draft for multiobjective training * add all necessary modules to run the complete xcebra pipeline * add notebooks to reproduce xcebra pipeline * add first working notebook * add notebook with hybrid learning * add notebook with creation of synthetic data * add notebook with hybrid training * add plot with R2 for different parts of the embedding * add new API * update api wrapper with more checks and messages * add tests and notebook with new api * merge xcebra into attribution * separate xcebra dataset from cebra * some minor refactoring of cebra dataset * separate xcebra loader from cebra * remove xcebra distributions from cebra * minor refactoring with distributions * separate xcebra criterions from cebra * minor refactoring on criterion * separate xcebra models/criterions/layers from cebra * refactoring multiobjective * more refactoring... * separate xcebra solvers from cebra * more refactoring * move xcebra to its own package * move more files into xcebra package * more files and remove changes with the registry * remove unncessary import * add folder structure * move back distributions * add missing init * remove wrong init * make loader and dataset run with new imports * making it run! * make attribution run * Run pre-commit * move xcebra repo one level up * update gitignore and add __init__ from data * add init to distributions * add correct init for attribution pacakge * add correct init for model package * fix remaining imports * fix tests * add examples back to xcebra repo * update imports from graphs_xcebra * add setup.py to create a package * update imports of graph_xcebra * update notebooks * Formatting code for submission Co-authored-by: Rodrigo Gonzalez <gonlairo@gmail.com> * move test into xcebra * Add README * move distributions back to main package * clean up examples * adapt tests * Add LICENSE * add train/eval notebook again * add notebook with clean results * rm synthetic data * change name from xcebra to regcl * change names of modules and adapt imports * change name from graphs_xcebra to synthetic_data * Integrate into CEBRA * Fix remaining imports and make notebook runnable * Add dependencies, add version flag * Remove synthetic data files * reset dockerfile, move vmf * apply pre-commit * Update notice * add some docstrings * Apply license headers * add new scd notebook * add notebook with scd --------- Co-authored-by: Steffen Schneider <stes@hey.com>
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