My personal website.

Abbreviation disambiguation (AD) in clinical notes using concept embedding model (Marta Skreta) and convolutional neural network baseline (Jacob Kelly).

Code for the paper "Learning Differential Equations that are Easy to Solve"

Scripts for launching sweeps on a SLURM cluster.

Code for the paper "Directly Training Joint Energy-Based Models for Conditional Synthesis and Calibrated Prediction of Multi-Attribute Data"

config files

Redesigned website for Glenforest STEM.

Fast alignment of genomic sequences using Boyer-Moore with linear time construction of indexes using Z algorithm.

Implementation of hill-climbing and policy gradient RL algorithms on OpenAI Gym Cartpole environment as part of OpenAI Requests for Research.

Generating adversarial examples via iterated fast gradient sign method (Goodfellow et al.) to fool a convolutional neural network on handwritten digits.

A repository of completed / in-progress TensorFlow tutorials.

Assignments from CS231n: Conv Nets for Visual Recognition

Learning to sort numbers using a LSTM with a modified attention mechanism (Pointer Networks by Vinyals et al.).

A repository of completed / in-progress PyTorch tutorials.

Exercises from Andrew Ng's Machine Learning Course

KNN for face recognition

genetic algorithm for finding optimal cleaning strategy of a virtual cleaning robot

An opensource npm package of common data structures and algorithms.