Release version v2.3.0

1. Integration of Tpot Auto_ml with AI Starter.
2. Minor fixes for clean data frame function.
3. Model explainability with Auto_ml.

Release version v2.2.1

Added below new features in this release:

• Added more visualization features to the raw data
• Added log functionality for crucial steps
• Included Metadata details for Mongo DB data insertion
• The enhanced technique to handle missing values
• Embed datasets in Library

Release version v2.0.7

Minor fixes to clean function and access data from pipeline function.

Release version v2.0.6

Added version control for interpret_community package

Release version v2.0.4

Updated the flatten_json package version.

Release version v2.0.3

Minor bug fixes on model interpretation.

Release version v2.0.2

• Refactoring code.

• Addition of ML Models -

1. Time Series Model
2. Clustering Model
3. Image Classification Model

• Model Explainability/Interpretation.

• Publish microservice for a custom model.

Release version v1.1.0

AI starter integration with mongodB version 4.2.
Generalize lower case conversion of column names in pipeline, clean_dataframe and write_raw_data functions.