Release notes for 1.7.0 preview (dotnet#5982)

updated official build yml to latest version (dotnet#5877)

Added in release notes for 1.5.5 (dotnet#5639)

* added in release notes

* Update release-1.5.5.md

Removed incorrect PR.

* Update docs/release-notes/1.5.5/release-1.5.5.md

Co-authored-by: Eric StJohn <[email protected]>

* Update docs/release-notes/1.5.5/release-1.5.5.md

Co-authored-by: Eric StJohn <[email protected]>

* Update release-1.5.5.md

Co-authored-by: Eric StJohn <[email protected]>

Fixed version numbers in the right place (dotnet#5558)

* Updated version to 1.5.4

* Updated version to 1.5.4

Created v1.5.2 relase notes (dotnet#5373)

* Created v1.5.2 relase notes

* Updated notes from review comments

* Updated release notes

Added release notes for v1.5 release and updated version info (dotnet…

…#5151)

* Added release notes for v1.5 release and updated version info

* Added PR info for Onnx version update

* Addressed code review comments

Fix for MulticlassNaiveBayesTrainer export to Onnx (dotnet#4928)

* adding support for batch input dim

Add aka.ms aliases for files downloaded from Azure blobs (dotnet#4523)

* update tlcresources links

* Update more links

* update more links

* Undo changes in Samples project

Recreate workspace directory when fit() is called, fix documentation,…

… free up unmanaged memory. (dotnet#4438)

* Recreate workspace directory when fit() is called, fix documentation, free up unmanaged memory.

* PR feedback.

Image Classification API: Fix processing incomplete batch(<batchSize)…

…, images processed per epoch , enable EarlyStopping without Validation Set. Fixes dotnet#4274 and dotnet#4286     (dotnet#4289)

* In ImageClassification, process incomplete batch where number of samples < batchSize.

* fixed batchIndex not reseting in train loop, enabled EarlyStopping when validationSet is not given for ImageClassificationAPI

* fixed changing shape of feature and label tensor for incomplete batch,detected edge case where early stopping not supported.

* Improved featureBatchSizeInBytes calculation, improved exception message.