fedml-dsp 1.0.0

A python library for building machine learning models on gpu AI Platforms using a federated data source

Introduction

The SAP Federated ML Python libraries (FedML) applies the Data Federation architecture of SAP Datasphere for intelligently sourcing SAP as well as non-SAP data for Machine Learning experiments done at any Machine Learning platform thereby removing the need for replicating or moving data. By abstracting the Data Connection and Data load , the FedML library provides end to end platform agnostic integration support for instant data access & discovery of semantically rich business data with just few lines of code.

Installation

Install the SAP FedML library using pip as follows:

pip install fedml-dsp

Documentation and getting started

For getting started with the SAP FedML Library and for documentation and sample notebooks, please refer the SAP FedML documentation here.