Current version (not yet released; still in development)

Major Features and Improvements

Initial version of following orchestration platform supported:
- Kubeflow

Bug fixes and other changes

Breaking changes

Version 0.12.0

Major Features and Improvements

TFX User Guide
Initial version of the following TFX components:
- CSVExampleGen - CSV data ingestion
- BigQueryExampleGen - BigQuery data ingestion
- StatisticsGen - calculates statistics for the dataset
- SchemaGen - examines the dataset and creates a data schema
- ExampleValidator - looks for anomalies and missing values in the dataset
- Transform - performs feature engineering on the dataset
- Trainer - trains the model
- Evaluator - performs analysis of the model performance
- ModelValidator - helps validate exported models ensuring that they are "good enough" to be pushed to production
- Pusher - deploys the model to a serving infrastructure, for example the TensorFlow Serving Model Server
Initial version of following orchestration platform supported:
- Apache Airflow
Polished examples based on the Chicago Taxi dataset.

Bug fixes and other changes

Performance improvement during shuffling of post-transform data.
Changing example to move everything to one file in plugins

Breaking changes