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1. change_point_detection change_point_detection Public

   Examples of online and offline changepoint detection using the ruptures and changefinder packages

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2. automated_decline_curve_analysis_oil_and_gas_wells automated_decline_curve_analysis_oil_and_gas_wells Public

   This Python script uses webscraped Bakken data to generate automated exponential and hyperbolic decline curves for production forecasting for individual wells.

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3. electricity_price_time_series_analysis electricity_price_time_series_analysis Public

   This project pulls electricity price data from the EIA API, and then performs time series analysis on it, including time series decomposition and vector autoregression for forecasting.

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4. unsupervised_anomaly_detection_time_series unsupervised_anomaly_detection_time_series Public

   This script pulls the gasoline price time series (from the EIA), and performs unsupervised time series anomaly detection using a variety of techniques. Techniques include SESD algorithm, One Class …

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5. seasonal_arima_model_forecasting seasonal_arima_model_forecasting Public

   This code covers the seasonal ARIMA model, where a SARIMA model is generated, tuned, and forecast using test data.

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6. batch_mode_script_automation batch_mode_script_automation Public

   This repo shows how to automate both Python and SQL scripts in batch mode

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