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Add in 2021 Weeks 1-8 location tracking data - #11

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Sam-v6 merged 10 commits into
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feature/add-more-data
Dec 15, 2025
Merged

Sam-v6 merged 10 commits into
mainfrom
feature/add-more-data

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@Sam-v6

@Sam-v6 Sam-v6 commented Dec 15, 2025

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What does this PR do?

Brings in 2021, Weeks 1-8 location tracking data, expanding training sample up to about 1 million

What are some specific details on the changes?

  • Brings in new training data
    • Converted data to parquet, stored in git LFS
    • Updated various data cleaning, engineering, etc functions to include new data based a few different columns names and season
    • Re-trained model with new data, new split is 92% training and 8% validation
  • Moved the processing of predictions into a proper py file (from a notebook) and now making confusion matrix
  • Updated CI to include processing of predictions with generation of artifacts
  • Updated README with new details on additional script and extra 2021 data

How has this been tested?

Current CI covers changes to existing code, expanded CI to include post processing of predictions

Important Notes

Required model tuning to bring in precision of man identification as shown it's not great in classification report

Checklist

  • [ X ] Tests have been added or updated to cover the changes.
  • [ X ] Documentation has been updated (if necessary)

-Brining in 2021 parquet data
-Moving 2022 data and making a distinction
-Starting to update create features and related to absorb new data, some differences I need to rectify
-Updated data cleaning and usage to be able to train with 2021 data,
-Moved the notebook predictions to an actual py
-Updated model with about 200k more samples, roughly a 92% train and 8% val split now with 1 mili samples
Repository owner deleted a comment from chatgpt-codex-connector Bot Dec 15, 2025
Repository owner deleted a comment from chatgpt-codex-connector Bot Dec 15, 2025
@Sam-v6

Sam-v6 commented Dec 15, 2025

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@codex review this PR

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@Sam-v6
Sam-v6 merged commit d26d7ab into main Dec 15, 2025
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@Sam-v6
Sam-v6 deleted the feature/add-more-data branch December 15, 2025 05:08
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