v0.3.0

This release includes quite a few updates.

Major Changes

• [API change] Consolidate the dense and sparse TileDB Dataset classes for Tensorflow and PyTorch
  • Tensorflow: Merge TensorflowTileDBDenseDataset and TensorflowTileDBSparseDataset into TensorflowTileDBDataset
  • PyTorch: Merge PyTorchTileDBDenseDataset and PyTorchTileDBSparseDataset into PyTorchTileDBDataset
• [API change] Remove __len__ method from *TileDBDatasetinstances
• [Enhancement] Support data loading from (dense x, sparse y) arrays
• [Enhancement] Read only the necessary dimensions and attributes
• [Enhancement] Extensive tiledb.ml.readers refactoring
• [Enhancement] Test and CI tooling revamp
• [Enhancement] Fix deprecation warning for attrs with var=True and fixed len dtype
• [Bug fix] Take into account all requested attributes for sparse datasets

What's Changed

• Add dense and sparse checks in Tensoflow and PyTorch data APIs by @georgeSkoumas in #91
• Fix broken links on README by @georgeSkoumas in #92
• Readme update by @georgeSkoumas in #93
• Test tweaks by @gsakkis in #94
• Tooling & test improvements by @gsakkis in #95
• Fix deprecation warning for attrs with var=True and fixed len dtype by @gsakkis in #96
• Move internal utils modules by @gsakkis in #97
• Fix CI Test Coverage Badge action and run only on master by @gsakkis in #98
• Refactor tensorflow datasets by @gsakkis in #99
• Fix max workers to 2 by @ktsitsi in #100
• Refactor tensorflow generators by @gsakkis in #101
• Refactor Pytorch datasets by @gsakkis in #102
• Fix: leave the cardinality of TensorflowTileDBDataset unknown by @gsakkis in #103
• Refactor common logic of Tensorflow and Pytorch data loaders by @gsakkis in #104
• Update reader notebook examples by @gsakkis in #105
• Drop PyTorchTileDBDataset.__len__ by @gsakkis in #106
• Re-run all model examples by @georgeSkoumas in #107
• Data loading for (dense, x sparse y) by @gsakkis in #109
• Fix BaseSparseBatch.set_buffer_offset by @gsakkis in #111
• Refactor data loader tests v2 by @gsakkis in #110
• Refactor data loader tests by @gsakkis in #108
• BaseSparseBatch fix: take into account all requested attributes by @gsakkis in #112
• Read only the necessary dimensions and attributes by @gsakkis in #113

Full Changelog: v0.2.6...v0.3.0