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PR Description

Closes: #66

What changes were made?

Three new benchmarks were made for AutoSklearn, AutoKeras, and H2OML, all which are existing industry standard ML libraries. Each benchmark notebook shows the data preprocessing and training/testing process. There is also a section that shows the printed out results and compares it on a high level to the results from the original HTGR with pyMAISE.

Reviewers: @myerspat

@CheetahJokes CheetahJokes self-assigned this Oct 27, 2024
…hodology presented in the pyMAISE HTGR Example (removed scaling and imputation from the pipeline generated)
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Comparison of pyMAISE with other AutoML libraries

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