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Add Model Training Notebook Examples and Improve documentation. #999

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xzdandy opened this issue Aug 30, 2023 · 1 comment · Fixed by #1167 or #1201
Closed
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Add Model Training Notebook Examples and Improve documentation. #999

xzdandy opened this issue Aug 30, 2023 · 1 comment · Fixed by #1167 or #1201
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@xzdandy
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AI Engines Features, Bugs, related to AI Engines Documentation 📗
Milestone
v0.3.7

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@xzdandy
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xzdandy commented Aug 30, 2023

Search before asking

  • I have searched the EvaDB issues and found no similar feature requests.

Description

Convert the integration test: https://github.com/georgia-tech-db/evadb/blob/staging/test/integration_tests/long/test_model_train.py into a Notebook for illustration.

Use case

No response

Are you willing to submit a PR?

  • Yes I'd like to help by submitting a PR!
@xzdandy xzdandy added the Feature Request ✨ New feature or request label Aug 30, 2023
@xzdandy xzdandy added this to the v0.3.4 milestone Aug 30, 2023
@xzdandy xzdandy modified the milestones: v0.3.4, v0.3.5 Sep 7, 2023
@xzdandy xzdandy added Documentation 📗 AI Engines Features, Bugs, related to AI Engines and removed Feature Request ✨ New feature or request labels Sep 22, 2023
@xzdandy xzdandy linked a pull request Sep 22, 2023 that will close this issue
Model training Colab Notebook #1167
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@xzdandy xzdandy moved this to In Progress in EVA Public Roadmap ⚡🚀 Sep 22, 2023
@xzdandy xzdandy modified the milestones: v0.3.5, v0.3.7 Sep 22, 2023
@xzdandy xzdandy mentioned this issue Sep 22, 2023
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@xzdandy xzdandy self-assigned this Sep 22, 2023
@github-project-automation github-project-automation bot moved this from In Progress to Done in EVA Public Roadmap ⚡🚀 Sep 22, 2023
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xzdandy commented Sep 22, 2023 •
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Merge #1197 and #1069 into this issue to consolidate all model Training documentation related improvements.

  • Add Model Training Usecase Page in Documentation.
  • Add documentation for configurable parameters.

@xzdandy xzdandy reopened this Sep 22, 2023
@xzdandy xzdandy moved this from Done to In Progress in EVA Public Roadmap ⚡🚀 Sep 22, 2023
This was referenced Sep 22, 2023
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@xzdandy xzdandy changed the title Add a Model Training Google Colab Notebook in Tutorials Add a Model Training Notebook Examples and Improve documentation. Sep 22, 2023
@xzdandy xzdandy changed the title Add a Model Training Notebook Examples and Improve documentation. Add Model Training Notebook Examples and Improve documentation. Sep 22, 2023
@xzdandy xzdandy mentioned this issue Sep 23, 2023
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@xzdandy xzdandy linked a pull request Sep 26, 2023 that will close this issue
Improve Documentation For Model Training #1201
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@xzdandy xzdandy moved this from In Progress to In Review in EVA Public Roadmap ⚡🚀 Sep 26, 2023
@xzdandy xzdandy mentioned this issue Sep 26, 2023
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xzdandy added a commit that referenced this issue Sep 26, 2023
@xzdandy
Improve Documentation For Model Training (#1201)
2f1756f 
Relates to: #999 #960 

- [x] Skip the
[17-home-rental-prediction.ipynb](https://github.com/georgia-tech-db/evadb/blob/staging/tutorials/17-home-rental-prediction.ipynb)
which does not run on Circle CI due to Postgres setup.
- [x] Fix the format issue in current documentation pages
- [x] Add a new usecase documentation page for
[17-home-rental-prediction.ipynb](https://github.com/georgia-tech-db/evadb/blob/staging/tutorials/17-home-rental-prediction.ipynb)
- [x] Refine the [model training page under AI engines
](https://evadb.readthedocs.io/en/stable/source/reference/ai/model-train.html)
to include Ludwig and Sklearn.
- [x] Provide a reference table for available configuration parameters
for those two AI engines
@github-project-automation github-project-automation bot moved this from In Review to Done in EVA Public Roadmap ⚡🚀 Sep 26, 2023
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AI Engines Features, Bugs, related to AI Engines Documentation 📗
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@xzdandy