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Tufts Machine Learning

Tufts Machine Learning

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  1. graph-generation-EDGE graph-generation-EDGE Public

    EDGE: Efficient and Degree-Guided Graph Generation via Discrete Diffusion Modeling

    Python 49 10

  2. KCN KCN Public

    Kriging Convolutional Networks (KCN) in Tensoflow

    Python 41 17

  3. GAN-Ensemble-for-Anomaly-Detection GAN-Ensemble-for-Anomaly-Detection Public

    This repository is the PyTorch implementation of GAN Ensemble for Anomaly Detection.

    Python 39 9

  4. graph-generation-vi graph-generation-vi Public

    This repository contains PyTorch implementation of the following paper: "Order Matters: Probabilistic Modeling of Node Sequence for Graph Generation"

    Python 27 6

  5. fNIRS-mental-workload-classifiers fNIRS-mental-workload-classifiers Public

    Code for training, evaluating, and visualizing performance of mental workload classification using fNIRS BCI sensors

    Jupyter Notebook 25 9

  6. kcn-torch kcn-torch Public

    Jupyter Notebook 24 6

Repositories

Showing 10 of 56 repositories
  • SupContrast Public Forked from HobbitLong/SupContrast

    PyTorch implementation of "SINCERE: Supervised Information Noise-Contrastive Estimation REvisited"

    tufts-ml/SupContrast’s past year of commit activity
    Python 2 BSD-2-Clause 536 0 1 Updated Dec 18, 2024
  • SSL-vs-SSL-benchmark Public

    Code for benchmark comparing self-supervised and semi-supervised deep classifiers for medical images

    tufts-ml/SSL-vs-SSL-benchmark’s past year of commit activity
    Python 22 MIT 2 0 5 Updated Dec 13, 2024
  • team-dynamics-time-series Public

    Models for capturing multi-level dynamics of individuals on a team acting in coordinated way over time

    tufts-ml/team-dynamics-time-series’s past year of commit activity
    Python 2 MIT 0 1 0 Updated Dec 2, 2024
  • data-emphasized-ELBo Public

    Code for FITML 2024 workshop paper on data-emphasized evidence lower bound for learning regularization parameters

    tufts-ml/data-emphasized-ELBo’s past year of commit activity
    Shell 1 0 0 0 Updated Dec 2, 2024
  • dsarf_agentformer_baseline_for_hsrdm Public

    Baselines on Figure 8 and Basketball data for paper titled 'Discovering group dynamics in synchronous time series via hierarchical recurrent switching-state models'

    tufts-ml/dsarf_agentformer_baseline_for_hsrdm’s past year of commit activity
    Jupyter Notebook 0 MIT 0 0 1 Updated Nov 10, 2024
  • opioid-overdose-models Public

    Given previous times and locations of opioid overdose deaths, can we predict where future interventions would be effective?

    tufts-ml/opioid-overdose-models’s past year of commit activity
    Jupyter Notebook 0 MIT 0 2 1 Updated Oct 30, 2024
  • hugheslab-onboarding Public

    Onboarding info for hugheslab (HPC cluster, etc.)

    tufts-ml/hugheslab-onboarding’s past year of commit activity
    1 MIT 3 2 0 Updated Oct 7, 2024
  • tufts-ml/SupervisionInterpolation’s past year of commit activity
    0 0 0 0 Updated Sep 30, 2024
  • RobustSSLBenchmark Public Forked from YGZWQZD/Robust-SSL-Benchmark

    A benchmark for robust semi-supervised learning in open environments.

    tufts-ml/RobustSSLBenchmark’s past year of commit activity
    Python 0 MIT 1 0 0 Updated Sep 13, 2024
  • GRAPE-MUST Public

    This repository holds the code and models for the paper Graph Pruning for Enumeration of Minimal Unsatisfiable Subsets, published at AISTATS2024

    tufts-ml/GRAPE-MUST’s past year of commit activity
    Python 1 1 1 0 Updated Sep 12, 2024

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