amorehead

Equivariant-GNNs

An environment for running experiments with equivariant GNN architectures

realtor-estate-py

A Python web scraper written to help collect probate real estate data in an automated manner.

jazz-nn

An LSTM RNN made to generate new jazz scores

ml-fundamentals

A self-educational series of Python scripts made to explore the vast library of machine learning knowledge.

neurips19-graph-protein-design

Generative Models for Graph-Based Protein Design

projectdjenga

A Django-based web application created for educational purposes.

amorehead-portfolYOU

My personal portfolio built using portfolYOU, a beautiful portfolio Jekyll theme that works with GitHub Pages.

cense

A Java-based application designed to help facilitate sensical personal finance practices.

cord19_corpus_reader

A corpus reader for the CORD-19 dataset, compatible with NLTK

covidhm

CSrankings

A web app for ranking computer science departments according to their research output in selective venues.

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

DIPS

Database of Interacting Protein Structures (DIPS) - Python 3 Version

DNCON2

Deep convolutional neural networks for protein contact map prediction

doom-emacs

An Emacs framework for the stubborn martian hacker

easy-parallel

Parallel wrapper for easy multi-threading (Python 3 version).

egnn-pytorch

Implementation of E(n)-Equivariant Graph Neural Networks, in Pytorch

EnQA

A 3D-equivariant neural network for protein structure accuracy estimation

graduation

$ git remote <graduation> yearbook

Grokking-Deep-Learning

this repository accompanies the book "Grokking Deep Learning"

gvp-pytorch

Geometric Vector Perceptrons --- a rotation-equivariant GNN for learning from biomolecular structure

MelNet

Implementation of "MelNet: A Generative Model for Audio in the Frequency Domain"

metrics

Machine learning metrics for distributed, scalable PyTorch applications.

MLPMixers-Study

Comparing MLPMixers to vanilla MLP and convolution-based vision algorithms.

nautilus

Default file manager for GNOME

NeiA-PyTorch

An open-source PyTorch implementation of the Neighborhood Averaging (NeiA) GNN layer.

OpenGLPortfolio

A repository consisting of OpenGL animations created for Computer Science coursework.

pypdb

A Python API for the RCSB Protein Data Bank (PDB)

synbio-mat

A repository for mathematical applications in the context of synthetic biology research.

WaveRNN

WaveRNN Vocoder + TTS