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Summary of GSoC'21 [FastAI.jl Development]
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FastAIgsoc.md

FastAI.jl Development

Google Summer of Code'21 under The Julia Language


Note: This page acts as a mutable redirect to the main blog and otherwise just provides a quick summary of added functionalities.

Link to Blog: site

The blog demonstrates work done through the summer by using it in an end-to-end task.

Summary of PRs

Link to PR/commit Description Status
FastAI.jl #26 Adds TableContainer Merged
DataAugmentation.jl #45 Adds table transforms and item Merged
FastAI.jl #124 Adds table model Merged
Flux.jl #1656 Updates Embedding layer, adds Flux.outputsize support for Embedding layer, and doc updates Waiting for a decision on the best way to handle this case for Flux.outputsize
FastAI.jl #141 Adds tabular blocks and encodings, fixes some bugs, adds hash for adult_sample dataset Merged
fluxml.github.io #94 Blog post showing some of the implemented functionalities Will be moved to the new FastAI.jl website (under construction)
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