Tufts Machine Learning
- Medford, MA
Popular repositories
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This repository is the PyTorch implementation of GAN Ensemble for Anomaly Detection.
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graph-generation-vi Public
This repository contains PyTorch implementation of the following paper: "Order Matters: Probabilistic Modeling of Node Sequence for Graph Generation"
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time_series_prediction Public
Code for prediction given sequential data with some missing / irregularly-spaced values (PI: Mike Hughes).
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ssl-for-echocardiograms Public
Code for the MLHC 2021 paper: A New Semi-supervised Learning Benchmark for Classifying View and Diagnosing Aortic Stenosis from Echocardiograms
Repositories
- time_series_prediction Public
Code for prediction given sequential data with some missing / irregularly-spaced values (PI: Mike Hughes).
- categorical-from-binary Public
Code for the paper "Easy Variational Inference for Categorical Models via an Independent Binary Approximation"
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- covid19-forecasting Public
Simulation software for forecasting demand at various stages of hospitalization
- graph-generation-vi Public
This repository contains PyTorch implementation of the following paper: "Order Matters: Probabilistic Modeling of Node Sequence for Graph Generation"
- false-alarm-control Public
Code for training binary classifiers to maximize recall subject to a minimum precision constraint. Paper published at AISTATS '22.
- aced-hmm-hospitalized-patient-trajectory-model Public
Code for a model of how COVID-19 patients progress through stages of care in the hospital. Includes ability to forecast from the model, as well as simulation-based inference.
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- fNIRS-mental-workload-classifiers Public
Code for training, evaluating, and visualizing performance of mental workload classification using fNIRS BCI sensors
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