Pinned Repositories
3db
A framework for analyzing computer vision models with simulated data
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.
gridder
Drop-in ad-hoc utility for grid searches
hackathon-judging
HackMIT's pairwise judging system
limited-blackbox-attacks
Code for "Black-box Adversarial Attacks with Limited Queries and Information" (http://arxiv.org/abs/1804.08598)
falcon
Chrome extension for full text history search!
ffcv
FFCV: Fast Forward Computer Vision (and other ML workloads!)
robust_representations
Code for "Learning Perceptually-Aligned Representations via Adversarial Robustness"
robustness
A library for experimenting with, training and evaluating neural networks, with a focus on adversarial robustness.
andrewilyas's Repositories
andrewilyas/ens-adv-train-attack
Circumventing the defense in "Ensemble Adversarial Training: Attacks and Defenses"
andrewilyas/hackathon-judging
HackMIT's pairwise judging system
andrewilyas/examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
andrewilyas/gridder
Drop-in ad-hoc utility for grid searches
andrewilyas/snorkel
MHacks 8: Making Deep Learning Accessible
andrewilyas/WCIRobotics2015
andrewilyas/covid-household-transmission
Data and Code for Estimating Household Transmission of SARS-CoV-2
andrewilyas/covid19-severity-prediction
COVID19 data + modeling at the county-level + hospital-level.
andrewilyas/robustness
A library for experimenting with, training and evaluating neural networks, with a focus on adversarial robustness.
andrewilyas/Atlas
andrewilyas/Capsule
Capsule, a social network made for MIT's January Web Programming Competition (6.148)
andrewilyas/ffcv
FFCV: Fast Forward Computer Vision (and other ML workloads!)
andrewilyas/haskell-sudoku
A simple sudoku solver built in Haskell -- suggestions welcome.
andrewilyas/MicroFiltersEarly
The First Public Repository For the MicroFilters Project
andrewilyas/scaling-trustworthy-ml.github.io
andrewilyas/stml-website
andrewilyas/stml-website-2
andrewilyas/tensorflow
Computation using data flow graphs for scalable machine learning