Pinned Loading

1. Bayesian_Neural_Network_Probabilistic_Ionosphere_VTEC Bayesian_Neural_Network_Probabilistic_Ionosphere_VTEC Public

   Bayesian neural network models for probabilistic VTEC forecasting with 95% confidence, from the paper "Uncertainty Quantification for Machine Learning-based Ionosphere and Space Weather Forecasting…

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2. Quantile_Gradient_Boosting_Probabilistic_Ionosphere_VTEC Quantile_Gradient_Boosting_Probabilistic_Ionosphere_VTEC Public

   This demonstrates how to load and evaluate the probabilistic Quantile Gradient Boosting (QGB) Vertical Total Electron Content (VTEC) models with 95% confidence intervals.

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3. Time-series_Forecasting_MA_LR_DNN_LSTM Time-series_Forecasting_MA_LR_DNN_LSTM Public

   This is example demonstrates the time series forecasting using methods of Moving Average (MA), Linear Regression (LR), Deep Neural Network (DNN) and Long Short-Term Memory (LSTM).

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4. Ionospheric-VTEC-Forecasting Ionospheric-VTEC-Forecasting Public

   Example of using machine learning for forecasting Vertical Total Electron Content (VTEC) in the ionosphere

   Jupyter Notebook 1

5. Predicting-the-online-views-of-products-ML-Regression- Predicting-the-online-views-of-products-ML-Regression- Public

   This example demonstrates the prediction of the detail views of cars on a website from the information contained in the other columns of the data 'Items_Cars_Data.csv'. The file 'Data_description.c…

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6. Predicting-product-tier-ML-Classification- Predicting-product-tier-ML-Classification- Public

   This example demonstrates the prediction of the product tier of cars sold on a website from the information contained in the columns of the data 'Items_Cars_Data.csv'. The file 'Data_description.cs…

   Jupyter Notebook