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docs: add machine learning examples for transaction API#217

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atharvsatpute:patch-1
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docs: add machine learning examples for transaction API#217
atharvsatpute wants to merge 1 commit into
monzo:masterfrom
atharvsatpute:patch-1

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@atharvsatpute
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API for ML applications:

  • Transaction data fetching with proper normalisation
  • Feature engineering (operational + analytical feature patterns)
  • Anomaly detection with Isolation Forest + Z-score ensemble
  • Spending prediction with XGBoost and TimeSeriesSplit CV

Examples are distilled from monzo-txn-ml (github.com/atharvsatpute/monzo-txn-ml), an open-source toolkit built by studying Monzo's ML engineering blog.

API for ML applications:

- Transaction data fetching with proper normalisation
- Feature engineering (operational + analytical feature patterns)
- Anomaly detection with Isolation Forest + Z-score ensemble
- Spending prediction with XGBoost and TimeSeriesSplit CV

Examples are distilled from monzo-txn-ml (github.com/atharvsatpute/monzo-txn-ml),
an open-source toolkit built by studying Monzo's ML engineering blog.
@atharvsatpute
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Hi,Any update on my pull request

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