Page Comparison

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Roadmap Planner

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timeline	true
pagelinks	Adding models backlog~~~~~River flowbacklog~~~~~FlowDB Dataset
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title	Roadmap%20Planner
hash	9d8555dddf2d37e7202c50f39630abda

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Feature

Priority

Effort

Status

Notes

Adding new time series models/loss functions

Status

colour	Blue
title	Medium

Status

colour	Blue
title	Medium

Status

colour	Yellow
title	In progress

Leverage PyData Global Sprint

Meta-data incorporation

Status

colour	Red
title	HIGH

Status

colour	Red
title	HIGH

Status

colour	Yellow
title	In progress

Model Interpretability

Status

colour	Red
title	HIGH

Status

colour	Blue
title	Medium

Status

colour	Yellow
title	In progress

Should add methods other than SHAP.

Increasing test coverage

Status

colour	Red
title	HIGH

Status

colour	Blue
title	Medium

Status

colour	Yellow
title	In progress

Good to get 3rd party review of training loopsNeed more unit tests of models and meta-data.

Documentation and tutorials

Status

colour	Blue
title	Medium

Status

colour	Blue
title	Medium

Status

colour	Yellow
title	In progress

Auto experimentation

Status

colour	Green
title	Low

Status

colour	Red
title	HIGH

Status

colour	Green
title	not STARTED

This would be useful but requires a lot of effort.

Cloud Provider Integration

Status

colour	Blue
title	Medium

Status

colour	Blue
title	Medium

Status

colour	Yellow
title	In progress

Multitask learning support

Status

colour	Blue
title	Medium

Status

colour	Red
title	HIGH

Status

colour	Green
title	not STARTED

Application/Impact Focus Areas

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Focus Area	Priority	Effort	Status	Notes
Incorporating meta-data in TS models
Transfer learning in time series application

Focus areas

Versions Compared

Old Version 12

New Version Current

Key

Application/Impact Focus Areas