Lab41

Implementation of memebership inference and model inversion attacks, extracting training data information from an ML model. Benchmarking attacks and defenses.

📈 DNA Sequence Visualization for Humans

🎯 Generate DNA sequences with specified amino acid, codon, and k-mer frequencies

VOiCES Project from HARD Hacks Hackathon 2019

VOiCES-subset

Fast k-mer return time distribution calculation

This repository is a fork of Microsoft Research's homomorphic encryption implementation, the Simple Encrypted Arithmetic Library (SEAL). This code wraps the SEAL build in a docker container and provides Python API's to the encryption library.

🌇 Simulated codon optimized CDS dataset

This repository educates users on the basics of machine learning, from basic linear algebra to backward propagation.

Assessing Source Code Semantic Similarity with Unsupervised Learning

Lab41 Submitted Academic Paper

pre-commit hook searches for words you do not want in your repo.

Market Survey: Community Detection

Ganymede logging extension for the Jupyter Notebook Server

Code that is relevant to our blog posts.

Miscellaneous utility functions

Data storytelling. See link for detailed documentations: http://lab41.github.io/gestalt.