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GitHub topics: prototype-based-models

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., 2025

Language: Python - Size: 936 KB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 3 - Forks: 0

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., 2025

Language: Python - Size: 949 KB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 9 - Forks: 2

NVlabs/MCPNet

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

Language: Python - Size: 85.9 KB - Last synced at: 18 days ago - Pushed at: 12 months ago - Stars: 15 - Forks: 2

naotoo1/Beyond-Neural-Scaling

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

Language: Python - Size: 120 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 34 - Forks: 4

naotoo1/Active-Learning-in-Imbalance-Classification

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

Language: Python - Size: 60.5 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 3 - Forks: 1

naotoo1/nafes

A python project for prototype-based feature selection

Language: Python - Size: 788 KB - Last synced at: 12 days ago - Pushed at: 4 months ago - Stars: 2 - Forks: 2

naotoo1/prosemble

A python package for prototype-based machine learning models

Language: Python - Size: 921 KB - Last synced at: about 2 months ago - Pushed at: 4 months ago - Stars: 7 - Forks: 0

naotoo1/sofes

A python package for soft feature selection

Language: Python - Size: 703 KB - Last synced at: 29 days ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

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

Prototype-based Feature selection with the Nafes Pack

Language: Python - Size: 310 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 2 - Forks: 1

naotoo1/Mutation-Validation

Code for the paper Mutation Validation for Learning Vector Quantization.

Language: Python - Size: 45.9 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 2 - Forks: 1

Brown-SciML/pbj

Implementation of the Prototype-Based Joint Embedding Method

Language: Python - Size: 24.4 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 1

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.

Language: Rich Text Format - Size: 2.29 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

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

Prototype-Based Soft Feature Selection Package

Language: Python - Size: 336 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

naotoo1/BNSFRNPC

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

Language: Terra - Size: 2.21 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 2