Lab41

PySEAL

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.

hermes

Recommender System Framework

cyphercat

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

attalos

Joint Vector Spaces

pythia

Supervised learning for novelty detection in text

survey-community-detection

Market Survey: Community Detection

Magnolia

pelops

The Pelops car re-ID project

altair

Assessing Source Code Semantic Similarity with Unsupervised Learning

gestalt

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

d-script

Writer Identification of Handwritten Documents

Misc

Miscellaneous utility functions

VOiCES-subset

VOiCES-subset

Summer2018ML

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

ganymede_nbextension

Ganymede logging extension for the Jupyter Notebook Server

hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

verboten_words

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

Blogs

Code that is relevant to our blog posts.

nbhub

Papers

Lab41 Submitted Academic Paper

condo

🌇 Simulated codon optimized CDS dataset

mediumblog

UCSDHARDHacks

VOiCES Project from HARD Hacks Hackathon 2019

animal_ai

GANomede

Measuring the capabilities, limitations and fingerprints of generative models.

krtd

Fast k-mer return time distribution calculation

lab41.github.io

Redirects legacy Lab41 GItHub Pages to their new IQT Labs home

nbserver

reading-group

Utils