prototype-based-models

There are 0 repository under prototype-based-models topic.

• naotoo1 / Beyond-Neural-Scaling

  Implementation of Beyond Neural Scaling beating power laws for deep models and prototype-based models

  computer-visiondeep-neural-networksinterpretable-ailvqprototype-based-modelsmachine-learningpython
  Language:Python 34

• bbj-lab / protoecgnet

  Case-based interpretable deep learning for ECG classification. This code implements ProtoECGNet from the following paper: "ProtoECGNet: Case-Based Interpretable Deep Learning for Multi-Label ECG Classification." Sethi et al., MLHC 2025

  ecg-classificationinterpretabilitymachine-learningmedicinemulti-label-classificationprototypeprototype-based-modelscontrastive-learningprototype-learning
  Language:Jupyter Notebook 19

• NVlabs / MCPNet

  [CVPR 2024] Official Repository for MCPNet: An Interpretable Classifier via Multi-Level Concept Prototypes

  deep-learningdeep-neural-networksexplainable-aiinterpretable-machine-learningprototype-based-models
  Language:Python 15

• naotoo1 / prosemble

  A python package for prototype-based machine learning models

  lvqpythonmachine-learninginterpretable-aiprototype-based-clusteringprototype-based-models
  Language:Python 7

• naotoo1 / Active-Learning-in-Imbalance-Classification

  Code for the paper Learning on the border: active learning in imbalanced data classification.

  interpretable-ailvqmachine-learningprototype-based-modelspython
  Language:Python 3

• sahilsethi0105 / protoecgnet

  Case-based interpretable deep learning for ECG classification. This code implements ProtoECGNet from the following paper: "ProtoECGNet: Case-Based Interpretable Deep Learning for Multi-Label ECG Classification." Sethi et al., MLHC 2025

  contrastive-learningecg-classificationinterpretabilitymachine-learningmedicinemulti-label-classificationprototypeprototype-based-modelsprototype-learning
  Language:Jupyter Notebook 3

• naotoo1 / Mutation-Validation

  Code for the paper Mutation Validation for Learning Vector Quantization.

  lvqmachine-learningpythonprototype-based-modelsmutation-validationinterpretable-ai
  Language:Python 2

• naotoo1 / nafes

  A python project for prototype-based feature selection

  feature-selectioninterpretable-ailvqmachine-learningpythonprototype-based-models
  Language:Python 2

• naotoo1 / Prototype-based-feature-selection-with-the-Nafes-Package

  Code for the Paper Prototype-based Feature selection with the Nafes Package

  feature-selectioninterpretable-ailvqpythonmachine-learningprototype-based-modelsfeature-engineering
  Language:Python 2

• naotoo1 / Prototype-Based-Soft-Feature-Selection-Package

  Code for the paper Prototype-Based Soft Feature Selection Package.

  interpretable-ailvqmachine-learningprototype-based-modelspythonfeature-selection
  Language:Python 2

• catherinewbaker / AlarmClockProject

  This project incorporates the drawbacks and difficulties of physical computing through building and coding a simple alarm clock. This clock allows the user to set an alarm and see the current time. It uses soldering, laser cutting, coding, and wiring to accomplish this.

  arduinophysical-computingprogramming-projectprototype-based-models
  Language:Rich Text Format 1

• naotoo1 / BNSFRNPC

  code for the paper Beyond Neural scaling laws for fast proven robust certification of nearest prototype classifiers

  interpretable-ailvqmachine-learningpythonrobust-npcprototype-based-modelsnearest-prototype-classifiersadversarial-learningrobust-optimizationdata-pruningbeyond-neural-scaling
  Language:Terra 1

• naotoo1 / sofes

  A python package for soft feature selection

  feature-selectioninterpretable-ailvqmachine-learningprototype-based-modelspython
  Language:Python 1

• Brown-SciML / pbj

  Implementation of the Prototype-Based Joint Embedding Method

  explainable-aiprototype-based-models
  Language:Python 0

• HilarieSit / pbj

  Implementation of the Prototype-Based Joint Embedding Method

  explainable-aiprototype-based-models
  Language:Python