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TensorFlow API for .NET languages

Results 105 TensorFlowSharp issues
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Bumps [SharpZipLib](https://github.com/icsharpcode/SharpZipLib) from 0.86.0 to 1.3.3. Release notes Sourced from SharpZipLib's releases. v1.3.3 Another minor release, containing security fixes and smaller bugfixes. Fixes: 🐛 specialized tar extract traversal by nils...

dependencies

**Describe the bug** Seems like the latest version on nuget.org is [1.15.1](https://www.nuget.org/packages/TensorFlowSharp/1.15.1). It would be great to upload v1.15.3 to include the missing `libtensorflow.dll` on .net core fix. **Screenshots** ![image](https://user-images.githubusercontent.com/1440860/147619603-c61cc1a6-c0ad-4cc1-886a-ae61e304a5a3.png)

**Is your feature request related to a problem? Please describe.** I'd like to use AMD GPUs with TensorFlowSharp-based applications such as Bonsai. **Describe the solution you'd like** Also build to...

CSProj files have been updated to enable SourceLink in your nuget --- *[This pull request was created with an automated workflow]* I noticed that your repository and Nuget package are...

Set default build architecture as x64 and added atan in unit test

Moved the tensorflow native lib from win7-x64 runtime folder to win-x64 for RID fallback mechanism work is correct (e.g. win7-x86 -> win-x86 -> win -> any)

This PR adds support for .Net 4.5 to TensorFlowSharp. Along the way I converted all of the build projects to the new, much more concise project format which also allows...

My proposal to #3 adding notion of lifetime to TFOperation, TFOutput and TFInput wrt. their graph's. Also added operations to TFOutput as a bonus.

The number of dims for each shape in a list isn't set. This prevents operations for datasets and iterators from working with anything other than scalar shapes