Optimizing Extremely Randomized Trees with GPUs with Kenil Tanna
Random Forests are often the textbook example of highly parallel algorithms that are unsuitable for GPUs. In this project, we propose and evaluate our CUDA implementation of Extremely Randomized Trees (or ExtraTrees), a variant of Random Forests which are more amenable to GPU-driven parallel programming.
Structured Nested Dictionaries. This module provides extensions to dicts in the python standard library, providing fast and clean manipulation of nested dictionary structures.