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Mps backened support#235

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jrzaurin merged 24 commits intomasterjrzaurin/pytorch-widedeep:masterfrom mps_backened_supportjrzaurin/pytorch-widedeep:mps_backened_supportCopy head branch name to clipboardNov 6, 2024

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Commits

Commits on Oct 5, 2024

• bayesian functionalities updated to support MPS backend

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Commits on Oct 8, 2024

• Support for mps backend added. All unit test passing. Need to run some example scripts

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Commits on Oct 11, 2024

• The 1st version of the DINPreprocessor seems to work. Need to test it

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Commits on Oct 14, 2024

• first test added for the din preprocessor

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• ready to test the whole thing. I would have to add an extra text combining the preprocessor and the model

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• Added test for the full process. Ready to test the whole library

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Commits on Oct 15, 2024

• All test passed. Need to increase coverage a bit

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Commits on Oct 18, 2024

• Added tests for the new metrics. Still need to test the full functioning with the Trainer

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Commits on Oct 19, 2024

• Added explanation to the metrics and a bit of refactoring

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• First integration test run. I will have to adjust all examples containing the class

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Commits on Oct 21, 2024

• All test passed. I need to update examples for the Imbalanced Data Loader. Then review all the docs and cleans/rmove the docs folder

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• remove unnecessary, legacy docs folder and modified figures path in README

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• remove unnecessary, legacy docs folder and modified figures path in README

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• temporay restore docs dir

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• update readthedocs yaml file to 3.10

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• removed docs again. Not sure why docs are not building. Needs fix

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• Added versions to some packages in the requirements file since it was failing to build in Ubuntu 20.04

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Commits on Oct 24, 2024

• Added unused code to the datasets. Maybe used in the future

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Commits on Oct 29, 2024

• Added a few rec algos

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Commits on Oct 31, 2024

• All test passed. Docs added. Docs Need to be reviewed

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Commits on Nov 2, 2024

• Reviewed the docs. Tested installation for all supported python versions. Fixed a few bugs

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• comment out a type error (ill come back). Only thing left is to review the examples, both notebooks and scripts and publihs

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Commits on Nov 6, 2024

• reviewed the examples and changed the multiprocessing approach of the FastaiTokenizer

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• removed tmp file added by mistake

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