andrewilyas Goto Github PK
Name: Andrew Ilyas
Type: User
Bio: PhD student studying Machine Learning at MIT.
Twitter: andrew_ilyas
Blog: andrewilyas.com
Andrew Ilyas's Projects
atlas
capsule
Capsule, a social network made for MIT's January Web Programming Competition (6.148)
covid-household-transmission
Data and Code for Estimating Household Transmission of SARS-CoV-2
covid19-severity-prediction
COVID19 data + modeling at the county-level + hospital-level.
ens-adv-train-attack
Circumventing the defense in "Ensemble Adversarial Training: Attacks and Defenses"
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
ffcv
FFCV: Fast Forward Computer Vision (and other ML workloads!)
gridder
Drop-in ad-hoc utility for grid searches
hackathon-judging
HackMIT's pairwise judging system
haskell-sudoku
A simple sudoku solver built in Haskell -- suggestions welcome.
microfiltersearly
The First Public Repository For the MicroFilters Project
robustness
A library for experimenting with, training and evaluating neural networks, with a focus on adversarial robustness.
scaling-trustworthy-ml.github.io
snorkel
MHacks 8: Making Deep Learning Accessible
stml-website
stml-website-2
tensorflow
Computation using data flow graphs for scalable machine learning
wcirobotics2015
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