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Sigma
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Rocket powered machine learning. Create, compare, adapt, improve - neural networks at the speed of thought.
The following libraries / frameworks are used in the core project:
Library | Purpose |
---|---|
log4net | Logging (log4j for .NET) |
NUnit | Unit testing |
DiffSharp, Sigma.DiffSharp | Functional automatic differentiation with ndarrays and various backends |
SharpZipLib | Compression and decompression of various formats (zip, tar, gz, bzip, gzip) |
ManagedCuda, ManagedCuda-CUBLAS | Managed CUDA (GPU) and CuBLAS support |
The following libraries / frameworks are used in the WPF visualiser:
Library | Purpose |
---|---|
Dragablz | Tearable tab control for WPF, which includes docking, tool windows |
LiveCharts, LiveCharts.Wpf | Charting, graphing, advanced data, plotting |
MahApps.Metro, MahApps.Metro.Resources | Toolkit for creating metro-style WPF applications |
MaterialDesignColors, MaterialDesignThemes, MaterialDesignThemes.MahApps | Material design for WPF/MahApps |