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  • šŸ‘‹ Hi, Iā€™m Nana
  • šŸ‘€ Iā€™m Data Scientist working on Machine learning ,Deep learning , AI and Data Sciences.
  • šŸŒ± Iā€™m interested in Data Science projects, Prototype-based Machine learning models(LVQ's) and Research & Development in AI
  • šŸ“« How to reach me [email protected]

Nana Abeka Otoo's Projects

bcd-fastapi icon bcd-fastapi

An end-to-end implementation of Breast Cancer Detection using prosemble ML package within the fastapi framework with deployment on Heroku platform as a service cloud.

bcd-flaskflasgger icon bcd-flaskflasgger

An end-to-end implementation of Breast Cancer Detection using prosemble ML package within the Flask framework and Flasgger dockerized for deployment

bcd-flaskpywebio icon bcd-flaskpywebio

An end-to-end implementation of Breast Cancer Detection using prosemble ML package within the Flask framework integrated in PyWebIO with deployment on Heroku platform as a service cloud.

beyond-neural-scaling icon beyond-neural-scaling

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

bna icon 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 icon bnsfrnpc

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

classification-label-security-certainty icon 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.

docopt icon docopt

Pythonic command line arguments parser, that will make you smile

master-thesis icon master-thesis

Master Thesis on Determining of Classification Label Security/Certainty

md icon 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

nafes icon nafes

A python project for prototype-based feature selection

naotoo1 icon naotoo1

Config files for my GitHub profile.

prosemble icon prosemble

A python project for prototype-based machine learning models

sofes icon sofes

A python project for prototype-based soft feature selection

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