New version: FastAI v0.3.0

[JuliaRegistrator]

• Registering package: FastAI
• Repository: https://github.com/FluxML/FastAI.jl
• Created by: @lorenzoh
• Version: v0.3.0
• Commit: d34d39a4213df03f528964a5d5a2fc9cc553c1dd
• Git reference: HEAD
• Description: Repository of best practices for deep learning in Julia, inspired by fastai
• Release notes:

v0.3.0

Added

• A new API for visualizing data. See this issue for motivation. This includes:

  • High-level functions for visualizing data related to a learning method: showsample, showsamples, showencodedsample, showencodedsamples, showbatch, showprediction, showpredictions, showoutput, showoutputs, showoutputbatch
  • Support for multiple backends, including a new text-based show backend that you can use to visualize data in a non-graphical environment. This is also the default unless Makie is imported.
  • Functions for showing blocks directly: showblock, showblocks
  • Interfaces for extension: ShowBackend, showblock!, showblocks!

Removed

• The old visualization API incl. all its plot* methods: plotbatch, plotsample, plotsamples, plotpredictions

[github-actions]

Your new version pull request met all of the guidelines for auto-merging and is scheduled to be merged in the next round.

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