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  1. water_treatment_data_science water_treatment_data_science Public

    Upon some data from water treatment facility and temperature/rainfall history, data analytics and machine learning is done for predictions.

    Jupyter Notebook

  2. similarity-functions similarity-functions Public

    vector similarity execution time with cosine and jaccard methods are analyzed

    Jupyter Notebook

  3. classification-with-random-forest classification-with-random-forest Public

    Bank customer term deposit status is predicted with some other features by random forest classification method.

    Jupyter Notebook

  4. adult-census-income adult-census-income Public

    Classification is done over dataset containing information about people's status to predict whether their annual income is over 50k or not.

    Jupyter Notebook

  5. Bitcoin-price-trend-prediction Bitcoin-price-trend-prediction Public

    According to some price and volume data from bitcoin over different time intervals, we use neural network to predict whether price is rising or fallilng relying on features like: high and low, volu…

    Jupyter Notebook

  6. wind_speed_forecasting wind_speed_forecasting Public

    Based on some meteorological data from Weather Station Hermannsberg, wind speed value over time is forecasted with ARMA and ARIMA models

    Jupyter Notebook