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[TODO]: Add example notebooks to the docs #556

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davidegraff opened this issue Dec 18, 2023 · 4 comments · Fixed by #467 · May be fixed by #904, #772 or #910
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[TODO]: Add example notebooks to the docs #556

davidegraff opened this issue Dec 18, 2023 · 4 comments · Fixed by #467 · May be fixed by #904, #772 or #910
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enhancement a new feature request mlpds Issue/PR by MLPDS member (priority) todo add an item to the to-do list
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@davidegraff
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Sphinx supports embedding jupyter notebooks into docs. We should add the notebooks we've written here instead of manually writing out additional python examples in ReST.

Note: we should add commentary and formatting to the notebook before adding them in so that users can follow along better

@davidegraff davidegraff added enhancement a new feature request todo add an item to the to-do list labels Dec 18, 2023
@davidegraff davidegraff added this to the v2.0.0 milestone Dec 18, 2023
@davidegraff
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should be fixed by #467 or added later. Also linked to #448

@kevingreenman
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also linked to #616

@kevingreenman
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kevingreenman commented Jan 30, 2024

Collecting a list here of notebooks we have or want to have:

  • training (single target regression)
  • training (multi-component regression)
  • training (reaction regression)
  • training (spectra regression)
  • prediction (single target regression)
  • prediction (multi-component regression)
  • converting model from v1 to v2
  • custom featurizers
  • extracting molecule fingerprints from MPNN (and maybe visualize with PCA)
  • active learning
  • attribution
  • transfer learning

@davidegraff
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a suggestion: we this section in the docs should be called "cookbook"

@donerancl donerancl self-assigned this Feb 2, 2024
@kevingreenman kevingreenman linked a pull request Feb 28, 2024 that will close this issue
@kevingreenman kevingreenman modified the milestones: v2.0.0-rc.1, v2.0.0 Mar 2, 2024
@kevingreenman kevingreenman linked a pull request Mar 2, 2024 that will close this issue
@kevingreenman kevingreenman added the mlpds Issue/PR by MLPDS member (priority) label Mar 2, 2024
@kevingreenman kevingreenman modified the milestones: v2.0.0, v2.1.0 Apr 4, 2024
@kevingreenman kevingreenman linked a pull request Apr 11, 2024 that will close this issue
@kevingreenman kevingreenman linked a pull request Apr 18, 2024 that will close this issue
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