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Alexander Sepenu's Projects

atlite icon atlite

Atlite: A Lightweight Python Package for Calculating Renewable Power Potentials and Time Series

blueprints-text icon blueprints-text

Jupyter notebooks for our O'Reilly book "Blueprints for Text Analysis Using Python"

clustering_analysis icon clustering_analysis

Performs an exploratory analysis on a dataset containing information about shop customers. Check that the assumptions K-means makes are fulfilled. Apply K-means clustering algorithm in order to segment customers.

data-science-interview-resources icon data-science-interview-resources

A repository listing out the potential sources which will help you in preparing for a Data Science/Machine Learning interview. New resources added frequently.

dataminingnotebooks icon dataminingnotebooks

This is a collection of iPython notebooks from my course on data mining. Data used in the notebooks can be downloaded from the given links in the notebooks.

educationdatanc icon educationdatanc

The Belk Endowment Educational Attainment Data Repository for North Carolina Public Schools

h2o icon h2o

For the "Practical Machine Learning with H2O" book, to be published by O'Reilly (ISBN, etc. coming soon)

h2o-3 icon h2o-3

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

help-a-doc icon help-a-doc

A machine learning tool assisting doctors in patient diagnosis. Uses clustering to find similar patient cases.

lavaan icon lavaan

an R package for structural equation modeling and more

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