Pinned Repositories
Active-Learning-in-Imbalance-Classification
Code for the paper Learning on the border: active learning in imbalanced data classification.
Beyond-Neural-Scaling
Implementation of Beyond Neural Scaling beating power laws for deep models and prototype-based models
BNA
End-to-end implementation of banknotes authentication using advanced prototype-based model classification by components model dockerized and deployed on the Heroku platform as a service cloud.
BNSFRNPC
code for the paper Beyond Neural scaling laws for fast proven robust certification of nearest prototype classifiers
Classification-Label-Security-Certainty
Prototype based ML implementation for ascertaing the confidence of predicted labels from the Learning Vector Quantization family of advanced machine learning classification algorithms.
Mutation-Validation
Code for the paper Mutation Validation for Learning Vector Quantization.
nafes
A python project for prototype-based feature selection
prosemble
A python package for prototype-based machine learning models
Prototype-based-feature-selection-with-the-Nafes-Package
Code for the Paper Prototype-based Feature selection with the Nafes Package
Prototype-Based-Soft-Feature-Selection-Package
Code for the paper Prototype-Based Soft Feature Selection Package.
naotoo1's Repositories
naotoo1/Beyond-Neural-Scaling
Implementation of Beyond Neural Scaling beating power laws for deep models and prototype-based models
naotoo1/prosemble
A python package for prototype-based machine learning models
naotoo1/Classification-Label-Security-Certainty
Prototype based ML implementation for ascertaing the confidence of predicted labels from the Learning Vector Quantization family of advanced machine learning classification algorithms.
naotoo1/Active-Learning-in-Imbalance-Classification
Code for the paper Learning on the border: active learning in imbalanced data classification.
naotoo1/Mutation-Validation
Code for the paper Mutation Validation for Learning Vector Quantization.
naotoo1/nafes
A python project for prototype-based feature selection
naotoo1/Prototype-based-feature-selection-with-the-Nafes-Package
Code for the Paper Prototype-based Feature selection with the Nafes Package
naotoo1/Prototype-Based-Soft-Feature-Selection-Package
Code for the paper Prototype-Based Soft Feature Selection Package.
naotoo1/BNA
End-to-end implementation of banknotes authentication using advanced prototype-based model classification by components model dockerized and deployed on the Heroku platform as a service cloud.
naotoo1/BNSFRNPC
code for the paper Beyond Neural scaling laws for fast proven robust certification of nearest prototype classifiers
naotoo1/docopt
Pythonic command line arguments parser, that will make you smile
naotoo1/Master-Thesis
Master Thesis on Determining of Classification Label Security/Certainty
naotoo1/MD
End-to-end implementation of Malaria detection using deep-cnn prior feature map extractor plus svm, rf, xgboost, rslvq and celvq with options for soft and hard ensemble for the prototype-based models using prosemble ML package
naotoo1/Multiple-Reject-Classification-Options
Prototype based ML implementation for Multiple reject thresholds for improving classification reliability
naotoo1/sofes
A python package for soft feature selection