When are Deep Networks really better than Decision Forests at small sample sizes, and how?

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DF/DN: conceptual & empirical comparisons between Decision Forests & Deep Networks.

This is preliminary work. More details will be available.

• Documentation: https://dfdn.neurodata.io/
• Abstract: https://dfdn.neurodata.io/#abstract
• Replication Guide: https://dfdn.neurodata.io/#replicate
• Benchmark Figures: https://dfdn.neurodata.io/#benchmarks