Adding support for more popular ML frameworks

[nlathia]

This contributing guide describes how to add support for a new ML framework into modelstore.

Here's the current list of ML frameworks that have been identified as good candidates to add in:

Time series

• Prophet Add prophet to modelstore #81
• statsmodels

Generic

• Spark MLLib Add support for PySpark MLLib models #215
• PyCaret

Nearest neighbours / Clustering

• FAISS
• HDBScan

Deep learning

• AWS Autogluon
• Uber Ludwig

PyTorch Variants

• BoTorch
• GPyTorch
• Skorch Add skorch support #102

NLP

• spacy

Recommender systems

• Lenskit

Explainers

• Fast tree shap