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Michael Pearmain's Projects

bayesboost icon bayesboost

Bayesian Optimization using xgboost and sklearn API

blogs icon blogs

Jupyter notebooks that support my graph data science blog posts at https://bratanic-tomaz.medium.com/

bnp icon bnp

Kaggle BNP Paribus challenge

data_contracts_sandbox icon data_contracts_sandbox

This is a repo designed to show the workflow of a data contract, with pre-commit hooks and GitHub Actions on how to have the contract power a data platform

dto icon dto

Example contracts and code for digital twin for onboardig customer journey in a digital bank

ea-metrics icon ea-metrics

P.O.C repo showcasing examples of metrics that can be used for EA groups

forml icon forml

Lifecycle management framework for Data science projects

gestalt icon gestalt

A helper library for data science pipeline

isotonicpmml icon isotonicpmml

A simple implementation to convert python sklearn IsotonicRegression to PMML language

modelutils icon modelutils

A set of model utility Classes and functions in python

monitoring-ships-at-sea icon monitoring-ships-at-sea

Developed a model to predict the next destination of a given ship using AIS data and supervised machine learning techniques.

stravr icon stravr

Package to provide simple client interface to Strava's REST API (v3)

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