Cardea

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Cardea class, functional api, and compose

1

Improvements: * refactoring cardea class with minor design changes, resolve #85. New features: * functional api, resolve #91. * compose, resolve #84.

sarahmish

Problem definition

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ShahadThobaiti

Fix `test-publish` command

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@bryanfarris just fixing a minor indentation issue.

Hector-hedb12

standard update to readme

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kveerama

Problem Definition: Object-Oriented Improvements for `generate_cutoff_times(...)`

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Hector-hedb12

Since we have the Cardea Class, it would also be beneficial to add a layer of functional interfaces that allows using Cardea with as few steps as possible. The design...

sarahmish

In reference to issue #85, we discover a new need of the `predict` function. **current support** The current version of the predict functionality only supports an intermediary input of a...

sarahmish

Redesigning the Cardea Class

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This issue is to track the development of the Cardea class. Previous updates were also mentioned in #73. The Cardea class is responsible for handling and interacting with all the...

sarahmish

## Prediction Engineering How to use `compose` to write the `problem definition` component in cardea. **Compose** is a machine learning tool for automated prediction engineering. It allows you to structure...

sarahmish

Cutoff times are unique per row.

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Currently, problem definition returns a cutoff time for each record in the dataset based on what problem it is. Those times can be improved using 2 methods: - account only...

sarahmish