0.3.0rc1

Added

• A Project helper class.
• A convenience method create_or_load_project which loads in a project if it is already created.
• Accepts AZURE as a DeploymentType.

Changed

• Compatibility with Unbox API OpenAPI refactor.
• Models and datasets must be added to projects.
• Deprecates categorical_features_map in favor of categorical_feature_names for model and dataset uploads.
• Moved TaskType attribute from the Model level to the Project level. Creating a Project now requires specifying the TaskType.
• Removed name from add_dataset.
• Changed description to commit_message from add_dataset, add_dataframe and add_model.
• requirements_txt_file no longer optional for model uploads.
• NLP dataset character limit is now 1000 characters.

Fixed

• More comprehensive model and dataset upload validation.
• Bug with duplicate feature names for NLP datasets if uploading same dataset twice.
• Added protobuf==3.2.0 to requirements to fix bug with model deployment.