Models

Churn detection and prevention for a fintech

https://github.com/ShowMeModel/revolut_churn_challenge

Open source (on GitHub)

Minimizing churn of customers of a popular fintech app.

Fraud Detection for EEE-CIS card transactions

https://github.com/ShowMeModel/ieee-fraud-detection

Open source (on GitHub)

Detecting fraud on online customer transactions using state of the art algorithm - LightGBM.

Chicago food inspections

https://github.com/ShowMeModel/chicago_food_inspections

Open source (on GitHub)

Trying to beat the Chicago city in predicting which restaurants are currently at risk of breaking the rules (compliance / food safety).

6nomads test

https://github.com/ShowMeModel/9nomads

Open source (on GitHub)

A machine learning project for 6nomads (a multi-class clasification problem).

Car music recommender

https://github.com/ShowMeModel/car-music-recommender

Open source (on GitHub)

Example of context-aware recommender model for the CarMusic dataset using different techniques, including AutoML, deep learning and collaborative filtering.

News portal recommender

https://github.com/ShowMeModel/news-portal-recommender

Open source (on GitHub)

News portal user interactions by Globo.com.

Finding cactuses on aerial footage

https://github.com/ShowMeModel/aerial-cactus-identification

Open source (on GitHub)

Identifying columnar cactus on aerial images (deep-learning project).

Medical classifier for data from sensors

https://github.com/oskar-j/medical_classifier

Open source (on GitHub)

Identifying possibly ill patients basing on data from sensors.

Real estate price prediction for USA

https://github.com/ShowMeModel/real-estate-us/

Open source

Regression models for prices of real estate in the USA.

Predicting number of views

https://github.com/ShowMeModel/forecaster-views

Open source (on GitHub)

Regression models for predicting number of views of YouTube videos.

PM2.5 analysis for USA

https://github.com/ShowMeModel/pm25-us-analysis

Open source (on GitHub)

Sample analysis of NEI public data about air contamination in USA.