This project can be used to generate a nuget holding tensorflow cpu
libraries for windows and linux runtimes.

The Copy-NativeTensorFlowLibs.ps1 script can be used to download all the
libraries from Google.

The examples have been updated to use this nuget to check that things
are working.
(Make sure to update your package source to have the packages directory
in your nuget source before trying this at home).

The library necessary to pack the nuget can be downloaded with the
Copy-NativeTensorFlowLibs.ps1 powershell script.

- Fixed all locations _dtype is used incorrectly.

- Cleanup and docs to all Tensor.cs files
- Changed all uses of System.Convert to NumSharp.Utilities.Converts
- Added all missing types in dtypes.cs
- Renamed tensor.Data<T> to tensor.ToArray<T>, added obsolete message
- Renamed tensor.Data() to tensor.BufferToArray(), added obsolete message
- Made GraphKeys to use const string instead allocating strings at every use of GraphKeys.

- Added supported_numericals_TF_DataType

Add tf.nn.in_top_k