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# Overview
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STS is a [Docker](http://docker.com/)ized, [Swift Package Manager](https://swift.org/package-manager/) enabled starter repository for [Swift for TensorFlow](https://github.com/tensorflow/swift) projects.
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STS is a [Docker](http://docker.com/)ized, [Swift Package Manager](https://swift.org/package-manager/) enabled starter repository for [Swift for TensorFlow](https://github.com/tensorflow/swift) projects. Now with hot-reload of Swift code and third-party packages!
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### Swift for TensorFlow
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2. Quick and easy [REPL](https://github.com/tensorflow/swift/blob/master/Usage.md#repl-read-eval-print-loop) access against the project's Swift for Tensorflow code and third-party libraries
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3. Easily unit testable
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4. Runs anywhere Docker is available with no additional setup necessary - zero conflicts with existing Swift or TensorFlow installations.
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5. Swift code is hot-reloaded on change; third-party libraries are downloaded automatically as well. See the `--live` flag.
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5.*Swift code is hot-reloaded on change; third-party libraries are downloaded automatically as well. See the `--live` flag.*
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This will enable both ease of use during the research phase and a rapid transition to a scalable training solution and beyond (production deployment).
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