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Added new CLOS train test split tutorial notebook #1071
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Commits on Mar 28, 2024
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Fixed datasets and added sections on checking for near duplicates/non…
… iid issues and filtered training data based on exact duplicates between training and test sets
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Commits on Mar 29, 2024
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Can ignore commented out code and also some code I pasted in from a p…
…revious version following the model eval on clean training + test data. Fixed section on using Datalab on training data to clean the data
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Commits on Apr 3, 2024
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Added fix to test data inspection/cleaning, changed wording, cleaned …
…up notebook and added more on hyperparameter optimization section. This section still needs to be improved.
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Commits on Apr 4, 2024
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Added hidden tests at end of tutorial, changed intro section wording,…
… and cleaned up some of the code, put data used into s3 bucket
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Modified index files to put clos train test tutorial in general sideb…
…ar before DCAI workflow tutorial, and renamed it to improving_ml_performance, also removed datalab tabular tutorial since this tutorial is replacing that one
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Commits on Apr 8, 2024
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Commits on Apr 9, 2024
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Fixed headings throughout notebook to be more similar to other tutori…
…als and adjusted intro section as well
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Commits on Apr 16, 2024
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Commits on Apr 30, 2024
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Updated train and test datasets used, fixed bug with not dropping row…
…s from training data that are exact duplicat with test set, updated seed usage to be proper, and fixed unit tests accordingly
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Updated docs/source/index.rst to be same as master branch with new tu…
…torial added between datalab and cleanlearning
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Commits on Jun 20, 2024
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Co-authored-by: Elías Snorrason <[email protected]>
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Update docs/source/tutorials/improving_ml_performance.ipynb
Co-authored-by: Jonas Mueller <[email protected]>
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Update docs/source/tutorials/improving_ml_performance.ipynb
Co-authored-by: Nelson Auner <[email protected]>
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Commits on Jun 21, 2024
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Updated tutorial hidden test thresholds, updated a few code blocks th…
…at were outdated with newest version of cleanlab package, and some wording in markdown
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