andrewilyas

Andrew Ilyas's repositories

ens-adv-train-attack

Circumventing the defense in "Ensemble Adversarial Training: Attacks and Defenses"

Language:Python39 40

hackathon-judging

HackMIT's pairwise judging system

Language:JavaScriptGPL-3.07 2 1

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

Language:PythonBSD-3-Clause200

gridder

Drop-in ad-hoc utility for grid searches

Language:PythonMIT2 30

snorkel

MHacks 8: Making Deep Learning Accessible

Language:Shell2 20

WCIRobotics2015

Language:Python2 11 2

covid-household-transmission

Data and Code for Estimating Household Transmission of SARS-CoV-2

Language:Jupyter NotebookMIT1 20

covid19-severity-prediction

COVID19 data + modeling at the county-level + hospital-level.

Language:Jupyter NotebookMIT1 10

robustness

A library for experimenting with, training and evaluating neural networks, with a focus on adversarial robustness.

Language:Jupyter NotebookMIT1 20

Atlas

Language:JavaScript030

Capsule

Capsule, a social network made for MIT's January Web Programming Competition (6.148)

Language:JavaScript020

ffcv

FFCV: Fast Forward Computer Vision (and other ML workloads!)

Language:PythonApache-2.0010

haskell-sudoku

A simple sudoku solver built in Haskell -- suggestions welcome.

Language:Haskell020

MicroFiltersEarly

The First Public Repository For the MicroFilters Project

Language:Julia020

scaling-trustworthy-ml.github.io

Language:CSS010

stml-website

010

stml-website-2

Language:PugMIT010

tensorflow

Computation using data flow graphs for scalable machine learning

Language:C++Apache-2.0020