v0.10.1

What's Changed

• TileDB-ML support for carrara by @ktsitsi in #221

Breaking Changes

Dependency replacement: tiledb-cloud removed in favor of tiledb-client towards the TileDB Carrara launch.

We have replaced tiledb-cloud with tiledb-client as the cloud connectivity library for TileDB URIs.

⚠️ Impact: This change only affects users who:

• Install the package with the TileDB extras (e.g., pip install tiledb-ml[cloud] or tiledb-ml[full])
• Use TileDB URIs (e.g., tiledb://namespace/array-name)

Action required: If you rely on tiledb-cloud being available as a dependency through tiledb-ml, do not upgrade to this version. You have the option of:

Staying on the previous version - Continue using the prior release if you need tiledb-cloud

Full Changelog: v0.9.7...v0.10.1

v0.10.0

What's Changed

• TileDB-ML support for carrara by @ktsitsi in #221

Breaking Changes

Dependency replacement: tiledb-cloud removed in favor of tiledb-client towards the TileDB Carrara launch.

We have replaced tiledb-cloud with tiledb-client as the cloud connectivity library for TileDB URIs.

⚠️ Impact: This change only affects users who:

• Install the package with the TileDB extras (e.g., pip install tiledb-ml[cloud] or tiledb-ml[full])
• Use TileDB URIs (e.g., tiledb://namespace/array-name)

Action required: If you rely on tiledb-cloud being available as a dependency through tiledb-ml, do not upgrade to this version. You have the option of:

Staying on the previous version - Continue using the prior release if you need tiledb-cloud

Full Changelog: v0.9.7...v0.10.0

v0.9.7

What's Changed

• Pin the tensorflow version lower than 2.16 by @ktsitsi in #215
• Torch>=2.0 Unittest support by @ktsitsi in #216
• Add support for TileDB-Py 0.33 by @ihnorton in #219
• install setuptools in release.yaml by @ktsitsi in #220

New Contributors

• @ihnorton made their first contribution in #219

Full Changelog: v0.9.6...v0.9.7

v0.9.6

What's Changed

• Ensure metadata is a separate copy from model properties by @Shelnutt2 in #212

Full Changelog: v0.9.5...v0.9.6

v0.9.5

What's Changed

• Store Long Model Previews in Array Metadata by @Shelnutt2 in #211

Full Changelog: v0.9.4...v0.9.5

v0.9.4

What's Changed

• Memory budget config parameter fix by @ktsitsi in #208
• Remove unused SharedObjectLoadingScope in tensorflow_keras by @Shelnutt2 in #209
• Update to support tensorflow >= 2.11 by @Shelnutt2 in #210

New Contributors

• @Shelnutt2 made their first contribution in #209

Full Changelog: v0.9.3...v0.9.4

v0.9.3

What's Changed

• Fixed Incomplete Retries Error Check by @georgeSkoumas in #206
• Adding API docs for TileDB-ML by @ktsitsi in #205
• Improve PyTorch Performance with Multiple Workers and Shuffling by @georgeSkoumas in #207

Full Changelog: v0.9.2...v0.9.3

v0.9.2

What's Changed

• Pass Map Function to Array Params - PyTorch by @georgeSkoumas in #204

Full Changelog: v0.9.1...v0.9.2

v0.9.1

What's Changed

• Remove update attribute from model save by @georgeSkoumas in #200
• Increase unit test coverage by @georgeSkoumas in #201
• Added Timestamp While Writing Models and Metadata by @georgeSkoumas in #203

Full Changelog: v0.9.0...v0.9.1

v0.9.0

What's Changed

• Updates for Tensorflow 2.9+ & Pytorch 1.13 by @gsakkis in #195
• Update mypy to 0.991 by @gsakkis in #197
• Gsk/ch21380/upgrade ml model schema by @georgeSkoumas in #196
• Moderate model refactoring by @gsakkis in #199

Full Changelog: v0.8.0...v0.9.0