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Add MLContext.Model.Load overload that takes a file path #2983

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@eerhardt

Today, the only way to load a model is by using a Stream:

/// <summary>
/// Load the model from the stream.
/// </summary>
/// <param name="stream">A readable, seekable stream to load from.</param>
/// <returns>The loaded model.</returns>
public ITransformer Load(Stream stream) => TransformerChain.LoadFrom(_env, stream);

We should add an overload that takes a string filePath as a convenience API over top of this. That way all the callers don't need to open a FileStream and dispose of it, etc, just to load a model.

@TomFinley @CESARDELATORRE @sfilipi @shauheen

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