Citrine

This is the beta release of the Predictor Evaluation Workflow system! Checkout the [user guide](https://citrineinformatics.github.io/citrine-python/workflows/predictor_evaluation_workflows.html) for details.

**Improvements**
* Improved documentation of the CrossValidationEvaluator (https://github.com/CitrineInformatics/citrine-python/pull/478, https://github.com/CitrineInformatics/citrine-python/pull/480)
* New specific "TimedOut" status for DesignWorkflowExecutions (https://github.com/CitrineInformatics/citrine-python/pull/482)

This is a maintenance release that improves consistency of behavior in the client and SDK, particularly around the new Predictor Evaluation system. It also updates the included version of `gemd.`

**Improvements**
* Trying to delete a PredictorEvaluationWorkflow or PredictorEvaluationExecution will result in a `NotImplementedError` instead of a `NotFound` exception (https://github.com/CitrineInformatics/citrine-python/pull/476)
* `wait_while_executing` will return an updated execution (https://github.com/CitrineInformatics/citrine-python/pull/475)
* Updated version of gemd-python (https://github.com/CitrineInformatics/citrine-python/pull/474)
* Experimental logs will work for PredictorEvaluationWorkflows and Executions (https://github.com/CitrineInformatics/citrine-python/pull/475)

This release brings some quality of life improvements to `PredictorEvaluationWorkflow` helper functions, `Dataset` listing, and Documentation

**What’s New**
* Documentation for [`DataSourceDesignSpace`](https://citrineinformatics.github.io/citrine-python/workflows/design_spaces.html#data-source-design-space) has been added

**Improvements**
* Dataset listing performance is improved by increasing the default page size
* Project description has been added to the citrine package on pypi.org
* Type hints has been improved for Lists, Mappers, and Sets. Errors are now raised when setting invalid types.

**Fixes**
* Bugs causing `wait_while_executing` and `get_by_name_or_create` helper functions to fail when given `PredictorEvaluationWorkflow` and `PredictorEvaluationExecution` have been fixed

This is a small release that adds documentation for a newly released feature.

**What’s New**
* Documentation for [`PredictorEvaluationWorkflow`](https://citrineinformatics.github.io/citrine-python/workflows/predictor_evaluation_workflows.html) has been added.

**Fixes**
* A bug in [`wait_while_validating`](https://github.com/CitrineInformatics/citrine-python/blob/04b4fe444e2709878f1c79e83b0fb881c96cbe6a/src/citrine/jobs/waiting.py#L43) that caused timestamps to be formatted incorrectly when issuing status updates has been fixed.

This is a major feature release that includes the new `PredictorEvaluationWorkflow` and `DataSourceDesignSpace`, along with convenience methods for waiting on modules and executions and fetching descriptors from Data Sources.

**What’s New**
* A `PredictorEvaluationWorkflow` has been added. This workflow allows you to evaluate predictor performance using multiple `PredictorEvaluator`s. The first evaluator we're introducing is the `CrossValidationEvaluator`. This evaluator allows you to configure k-fold cross-validation and request desired metrics, e.g. RMSE, NDME, etc. (See `citrine.informatics.predictor_evaluation_metrics` for all the metrics that can be requested.) This workflow is meant to replace the `PerformanceWorkflow`. Instead of returning results as JSON, `PredictorEvaluationWorkflow` results are objects that allow you to fetch results by response, and computed values are now objects that codify the value associated with each requested metric.
* A `DataSourceDesignSpace` has been introduced which allows a Design Space to be created directly from a Data Source.
* New utility functions `wait_while_validating` and `wait_while_executing` allow you to easily wait while a resource is validating or in progress and fetch the result when it's ready.
* Descriptors can be fetched from data source using `DescriptorMethods.descriptors_from_data_source`.

**Improvements**
* The `IngredientQuantityByProcessAndName` variable definition now includes an optional `units` parameter to better support absolute quantities.
* Documentation for TableConfigs and GEM Tables has been updated.

**Deprecations**
* The `PerformanceWorkflow` has been deprecated in favor of the `PredictorEvaluationWorkflow`.
* The `CrossValidationAnalysis` has been deprecated in favor of the `CrossValidationEvaluator`. The latter is used to configure the new `PredictorEvaluationWorkflow`.

v0.70.0 is a major feature release that brings several predictors out of `ALPHA` and adds the `create_or_update` convenience method.

**What’s New**
* The `SimpleMLPredictor`, `ExpressionPredictor`, and `GraphPredictor` are out of `ALPHA`! Their APIs should be relatively stable and they should perform consistently on the platform. Be sure to check the `experimental` flag to check the support level of your specific configuration. (https://github.com/CitrineInformatics/citrine-python/pull/447)
* The `create_or_update` method in the SDK, which makes it easier to avoid creating many copies of the same object when testing scripts. (https://github.com/CitrineInformatics/citrine-python/pull/442)

**Improvements**
* Project listing performance is improved by increasing the default page size (https://github.com/CitrineInformatics/citrine-python/pull/448)

**Removals**
* The `active` field was deprecated by the more functional `archived` functionality. It has been removed from the AI engine modules (https://github.com/CitrineInformatics/citrine-python/pull/437)