https://github.com/persteenolsen/dotnet-8-global-temperature-ml

.NET 8 and ML.NET - Machine Learning to predict global temperature
https://github.com/persteenolsen/dotnet-8-global-temperature-ml

Last synced: about 2 months ago
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.NET 8 and ML.NET - Machine Learning to predict global temperature

• Host: GitHub
• URL: https://github.com/persteenolsen/dotnet-8-global-temperature-ml
• Owner: persteenolsen
• Created: 2024-11-20T13:05:23.000Z (2 months ago)
• Default Branch: main
• Last Pushed: 2024-11-20T13:36:57.000Z (2 months ago)
• Last Synced: 2024-11-20T14:27:13.310Z (2 months ago)
• Language: C#
• Size: 65.4 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
Machine Learning to predict global temperature

Last Updated: 20-11-2024

- Predict the global temperature using ML.NET

- .NET 8 Console App 

- This is a console application using Microsofts Machine Learning framework ML.NET to predict the global temperatures

- Singular Spectrum Analysis (SSA) model for univariate time-series forecasting

- Using the method "ForecastBySsa" of the class "TimeSeriesCatalog" for training the Model 

- Visual Studio Code as IDE

Start the App inside VS Code

- Set the Folder GlobalTemperatureML in focus Run - Start Debug

Start the App by outside VS Code:

- Open a command promt in the Folder GlobalTemperatureML and type: dotnet run globaltemperatureml.csproj