New version before major dependency updates

What's Changed

• Version update for development by @sarthakpati in #648
• Added citation file by @sarthakpati in #654
• Added new optimizers by @AdiSir05 in #646
• Allow histology patches to be extracted without ground truth labels by @sarthakpati in #657
• Added metric calculation from CLI by @sarthakpati in #663
• Added a few segmentation metrics by @sarthakpati in #661
• Repository badges have been updated by @sarthakpati in #667
• Added instructions on creating new tutorials by @sarthakpati in #664
• Ensure parameters are built into the model dictionary by @sarthakpati in #673
• Calculating penalty after all compute objects are initialized by @sarthakpati in #675
• Add image similarity metrics by @sarthakpati in #669
• Allow the penalty and class weights in the config to be used by @sarthakpati in #677
• Added documentation related to OpenFL by @sarthakpati in #683
• Add MLCube wrapper for metrics API by @hasan7n in #681
• Adding mechanism to curate each extracted patch by @shubhaminnani in #653
• Added mask to SSIM function call by @FelixSteinbauer in #685
• Removed history file by @sarthakpati in #690
• Updated the metrics output by @sarthakpati in #687
• Update docker image name in workflow by @hasan7n in #692
• Fixed plotting function for final stats by @Geeks-Sid in #691
• Fixed import for collect stats by @sarthakpati in #694
• HED augmentations for digital pathology image by @Geeks-Sid in #649
• Added focal loss by @sarthakpati in #696
• Added a temporary fix for protobuf by @sarthakpati in #702
• Use torchmetric PSNR implementation and argument ordering by @FelixSteinbauer in #693
• Introduced percentile normalization for synthesis challenge metrics by @FelixSteinbauer in #700
• Upgrade openvino version to latest by @Geeks-Sid in #699
• Additional PSNR evaluations for the normalized synthesis case by @FelixSteinbauer in #703
• Improved formatting by @sarthakpati in #707
• Updated checkout version and test names for clarity by @sarthakpati in #708
• Updated default options for sgd by @sarthakpati in #709
• Added matthews correlation coefficient loss by @sarthakpati in #706
• Using tuples for PSNR datarange by @FelixSteinbauer in #712
• Deploy model entrypoint by @hasan7n in #711
• Added parameter to toggle NCC computation by @FelixSteinbauer in #717
• Adding second classification tutorial by @vavali08 in #698
• Minor code refactoring by @tosemml in #719
• Combined writing and temp file creation in a single step by @sarthakpati in #720
• Update usage information for anonymizer by @sanashah007 in #716
• Move unit testing data to the mlcommons storage by @sarthakpati in #722
• Fixed model saving when git repo not found by @scap3yvt in #729
• Removing dev from version for tagging by @scap3yvt in #731

New Contributors

• @AdiSir05 made their first contribution in #646
• @shubhaminnani made their first contribution in #653
• @FelixSteinbauer made their first contribution in #685
• @vavali08 made their first contribution in #698
• @tosemml made their first contribution in #719
• @sanashah007 made their first contribution in #716
• @scap3yvt made their first contribution in #729

Full Changelog: 0.0.16...0.0.17