Showcase

Research

Thibault Févry and Jason Phang. Unsupervised Sentence Compression using Denoising Auto-Encoders. Proceedings of CoNLL. 2018. [Paper][Code]

Projects

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.

sndict
Structured Nested Dictionaries. This module provides extensions to dicts in the python standard library, providing fast and clean manipulation of nested dictionary structures.