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Last active January 30, 2024 21:56
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GSoC'22 [FastAI.jl Time Series Development]
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FastAIGSOC.md

FastAI.jl Time Series Development

Google Summer of Code'22 under Numfocus


Note: This page acts as a mutable redirect to the main blog and summarises added functionalities quickly.

Link to Blog: [Blog]

The blog demonstrates work done through the summer towards adding a FastTimeSeries submodule for the FastAI.jl library. It reflects the use of the submodule for end-to-end classification and regression tasks. It summaries my experience as a GSoC student.

Summary of PRs

Link to PR/commit Description Status
FastAI.jl #239 Added Time Series Container and Block Merged
FastAI.jl #253 Adds Transforms, Models & Notebook for Time-Series Classification Merged
FastAI.jl #256 Implementation of InceptionTime Model and component for Time-Series Regression Merged
fluxml.github.io #140 Blog post showing some of the implemented functionalities Open
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