Wednesday, February 27, 2013

The Feature Class

The class that I was spending the most time on appears to be complete. All that's missing now is a lot of test cases to make sure everything is working as intended and some smoothing of the design. I'll have some sample code up shortly (hopefully tonight). I'm actually working on converting my machine learning research code to use ProtoML, so I can show a side by side comparison. Some of the cool stuff though are:
  • automated feature transforms
  • regex indexing
  • easy concatenation of data frames (still making it more elegant but it works)
  • lazy hashing for caching
  • and pretty much everything normal data frames can do

Other than that, we're still working on tests and docs, and implementing more features!

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