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ai-traffic-control

Reinforcement Learning for Traffic Signal Optimization. We significantly reduce travel time compared to existing signal timing methods by training RL agents with omnipresent induction sensor data.

chexzero

This repository contains code to train a self-supervised learning model on chest X-ray images that lack explicit annotations and evaluate this model's performance on pathology-classification tasks.

cs145-23-project7

cs197-final-project

cs262-wire-protocol

deploy-testing

fast-adversarial-training

Training robust models takes a looong time since generating adversaries is so expensive. We design a parallel algorithm for training large robust models using PyTorch C++/MPI and show it runs fast!

fibro-cosanet

hcs-bootcamp2

hi-ml

HI-ML toolbox for deep learning for medical imaging and Azure integration

hidden-networks

masked-autoencoders

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

mltheoryseminar

mnist_challenge

A challenge to explore adversarial robustness of neural networks on MNIST.

mobile-cam-2

modelsgenesis

Official Keras & PyTorch Implementation and Pre-trained Models for Models Genesis - MICCAI 2019

osic-pulmonary-fibrosis-progression

1st place solution of OSIC Pulmonary Fibrosis Progression competition at Kaggle

python-practice

scenekittester

Scene Kit testing app

simply-ml

simply-ml-final

terminal-live

Our winning algorithm for the 2020 Terminal Live competition at Harvard-MIT. We won every round in the finals!

trafficsense

A traffic simulation game! Can you control the traffic lights in a city optimally to beat the traffic? Don't crash the cars!

vonenet

Repository for VOneNet models

weather-scanner