Import credit scoring project#223

Merged

marwan37 merged 69 commits intomainfrom

import/credit-scoring-ai-act

May 23, 2025

Commits on May 9, 2025

commit initial project state
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Commits on May 11, 2025

update step params and annotations
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update pipeline params
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add unique names to data artifacts, and fetch run id from step context
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fix pipeline protected attributes and target column
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update compliance dir
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update yaml configs
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update constants, run.py and README
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add model definition to utils
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delete preview md doc
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small fixes for training pipeline
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Commits on May 12, 2025

fetch necessary params for training pipeline
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name and store annotated types in constants
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refactor and add additional artifacts
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add deploymeny.yaml config
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refactor and complete modal deployment template
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add app dir for modal deployment
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remove app.py
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delete auto-generated artifacts and refactor
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Commits on May 13, 2025

refactor: storage consolidation, unified configuration, maximum zenml delegation for artifact and metadata tracking
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cleanup compliance dir and update jinja template
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save approval record to modal, not locally
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add diagrams and detailed pipeline explanations
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fix modal deployment: use add local file for constants.py, and add ApiInfo as return type for root endpoint
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convert UUID to strings, and update README
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remove modal card from metadata logged to zenml
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remove unused deps
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Commits on May 14, 2025

Commits on May 16, 2025

Commits on May 19, 2025

organize and refactor
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update annex iv template and sample inputs
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save whylogs htmlstring visualization along with release artifacts
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update README
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Add 'credit-scorer/' from commit '6c3b74c063e60cd456b7ab6168107abc657e8dfc'
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Commits on May 20, 2025

implement PR suggestions and additional dashboard improvements
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update README and add typehints to template.py
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Merge commit 'a388c3cb635e4e5c72a349105430d7d86b932fb1' into import/credit-scoring-ai-act
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cleanup and trim blank rows from csv and xlsx files
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fix broken links
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run format/lint scripts
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add credit-scorer to zenml-projects README.md
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remove diagrams.md reference
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remove diagrams.md reference from README.md
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Commits on May 21, 2025

update streamlit_app to use shared compliance_dashboard html
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update utils
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modify model from GradientBooster to LightGBM and update steps/pipelines
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update requirements.txt and refactor code
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add generate_dashboard step for compliane coverage html artifact
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run format/lint scripts
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run format/lint scripts
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add docs/releases to typos.toml ignore list
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Commits on May 22, 2025

implement suggestions from PR review and simplify project
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run format/lint scripts
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fix broken links
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improve README clarity, and small update to approve_deployment step
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run format script
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fix broken markdown link
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add slack alerter for approval step
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uncomment code and cleanup approve step
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run format script
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make slack message neater
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remove extra html file
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Commits on May 23, 2025

reorder imports, and add missing utils/visualizations directory
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run format script
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