Kenny answers What’s a good way to test basic machine learning code?

[Kenny]

Someone suggested these resources:

• UCI Machine Learning Repository

• MLPerf, which is apparently now part of MLCommons

• Stanford DAWN Deep Learning Benchmark (DAWNBench) ·

• deepmind/​lab: A customisable 3D platform for agent-based AI research

They specifically suggested “ALE/​DMLab for DRL” but I couldn’t find an obvious result for “ALE” when I searched for it. (It’s a common acronym!)

[gwern]

ALE is doubtless the Atari Learning Environment. I’ve never seen an ‘ALE’ in DRL discussions which refers to something else.

[Kenny]

Thanks! Of course you would know :)