- Add fastai v2 support ([ClearML GitHub PR #571](https://github.com/allegroai/clearml/pull/571))
- Add catboost support ([ClearML GitHub PR #542](https://github.com/allegroai/clearml/pull/542))
- Add Python Fire support ([ClearML GitHub PR #550](https://github.com/allegroai/clearml/pull/550))
- Add new Azure Storage driver support ([ClearML GitHub PR #548](https://github.com/allegroai/clearml/pull/548))
- Add requirements file support in `Task.add_requirements` ([ClearML GitHub PR #575](https://github.com/allegroai/clearml/pull/575))
- Allow overriding `auto_delete_file` in `Task.update_output_model()` ([ClearML GitHub issue #554](https://github.com/allegroai/clearml/issues/554))
- Support `artifact_object` empty string
- Add `skip_zero_size_check` to `StorageManager.download_folder()`
- Add support for extra HTTP retry codes (see [here](https://github.com/allegroai/clearml/blob/2c916181b90c784fe0bd267cd67ea915e53e36e4/clearml/backend_api/config/default/api.conf#L29) or use `CLEARML_API_EXTRA_RETRY_CODES`)
- Add `Task.get_parameters()` cast back to original type
- Add callback support to `Task.delete()`
- Add autoscaler CPU-only support
- Add AWS autoscaler IAM instance profile support
- Update examples
- Edit HTML reporting examples ([ClearML GitHub PR #546](https://github.com/allegroai/clearml/pull/546))
- Add model reporting examples ([ClearML GitHub PR #553](https://github.com/allegroai/clearml/pull/553))
**Bug Fixes**
- Fix `nargs="?"` without type does not properly cast the default value ([ClearML GitHub issue #531](https://github.com/allegroai/clearml/issues/531))
- Fix using invalid configurations ([ClearML GitHub issue #544](https://github.com/allegroai/clearml/issues/544))
- Fix extra_layout not passed to report_matrix ([ClearML GitHub issue #559](https://github.com/allegroai/clearml/issues/559))
- Fix group arguments in click ([ClearML GitHub PR #561](https://github.com/allegroai/clearml/pull/561))
- Fix no warning when failing to patch argparse ([ClearML GitHub PR #576](https://github.com/allegroai/clearml/pull/576))
- Fix crash in `Dataset.upload()` when there is nothing to upload ([ClearML GitHub PR #579](https://github.com/allegroai/clearml/pull/579))