Joshua Vendrow's repositories
Network-Dictionary-Learning
[PyPi Package] Learning from and reconstructing networks using Nonnegative Matrix Factorization
Integral-Calculator
Includes pi, ln and e, square root, and trigonometric functions
EEG-Classification
[Project] Classifying Movement-Related EEG Data using Neural Networks
Feature-Selection-on-MyLymeData
[Paper] Repository for the paper: "Feature Selection from Lyme Disease Patient Survey Data Using Machine Learning," published in Algorithms (MDPI).
Neural-NCPD
[Paper] Repository for the paper "Neural Nonnegative CP Decomposition for Hierarchical Tensor Analysis," published in ACSSC 2021.
face-reconstruction
[Paper] Repository for “Realistic Face Reconstruction from Deep Embeddings," published in NeurIPS PriML 2021.
Intron-Essentiality
[Paper] Repository for the paper "On the Relation of Gene Essentiality to Intron Structure: A Computational and Deep Learning Approach", published in Life Science Alliance.
Conways-Game-of-Life-Simulator
A graphical simulator for Conway's Game of Life
GenomeMatcher
Comparison based DNA test program
gpt-neox
An implementation of model parallel autoregressive transformers on GPUs, based on the DeepSpeed library.
jvendrow.github.io
Website
L2PSync
[Paper] Learning to Predict Synchronization code repository.
Monte-Carlo-Methods
Applications of Monte Carlo to Graph Descent, Integration, and Pi Calculation
NDL_paper
[Paper] Repository for the paper "Learning low-rank mesoscale structures of networks" By H. Lyu, Y. Kureh, J. Vendrow, and M. A. Porter.
NNetwork
[PyPi Package] Custom graph/network/multi-weighted network for scalable sampling and searching algorithms
Spanish-Verb-Conjugator
Program that conjugates all Spanish verbs (with no database)
ssnmf
SSNMF models and multiplicative update methods.
ZombieDash
Multi-level Zombie escape game with graphics interface.