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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 43 10

  2. 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 8

  3. KCN KCN Public

    Kriging Convolutional Networks (KCN) in Tensoflow

    Python 38 17

  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 26 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 22 8

  6. kcn-torch kcn-torch Public

    Jupyter Notebook 20 4

Repositories

Showing 10 of 54 repositories
  • tufts-ml/SupervisionInterpolation’s past year of commit activity
    0 0 0 0 Updated Sep 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 1 1 Updated Sep 16, 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 0 1 0 0 Updated Sep 12, 2024
  • tufts-ml/extrapolating-classifier-accuracy-to-larger-datasets’s past year of commit activity
    Jupyter Notebook 1 MIT 0 0 0 Updated Aug 28, 2024
  • tufts-ml/bdl-transfer-learning’s past year of commit activity
    Jupyter Notebook 0 MIT 0 0 0 Updated Aug 28, 2024
  • pchmm-missing-data-limited-labels Public

    Repository for paper "Prediction-Constrained Markov Models for Medical Time Series with Missing Data and Few Labels" at NeurIPS workshop (Learning from Time Series For Health)

    tufts-ml/pchmm-missing-data-limited-labels’s past year of commit activity
    Jupyter Notebook 2 MIT 0 0 0 Updated Jul 8, 2024
  • InterLUDE Public

    Code for ICML 2024 paper "InterLUDE: Interactions between Labeled and Unlabeled Data to Enhance Semi-supervised Learning"

    tufts-ml/InterLUDE’s past year of commit activity
    Python 1 MIT 1 1 0 Updated Jul 5, 2024
  • 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 528 0 1 Updated Jun 18, 2024
  • SepNorm Public
    tufts-ml/SepNorm’s past year of commit activity
    Jupyter Notebook 3 0 0 0 Updated Jun 7, 2024

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