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Adding scikit learn linear regression workflow api #1168

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@rajithkrishnegowda rajithkrishnegowda commented Nov 21, 2024

This notebook demonstrates a scikit linear regression tutorial using the Workflow Interface

Screenshot 2024-11-21 at 4 18 49 PM

Screenshot 2024-11-21 at 4 18 59 PM

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@tanwarsh tanwarsh left a comment

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LGTM!

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@kagrawa2 kagrawa2 left a comment

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LGTM. Thanks @rajithkrishnegowda

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@teoparvanov teoparvanov left a comment

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This looks great, thank you @rajithkrishnegowda ! I just have a single comment on the overview cell, but otherwise this PR is ready to be merged.

"# Scikit-learn Linear Regression Tutorial using Workflow Interface with Ridge Regularization\n",
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"This tutorial demonstrates how to train a linear regression model using scikit-learn with Ridge regularization on a dataset, leveraging the new FedAI Workflow Interface. The Workflow Interface provides a novel way to compose federated learning experiments with OpenFL, enabling researchers to handle non-IID data and perform federated averaging. Through this tutorial, you will learn how to set up the federated learning environment, define the flow, and execute the training process across multiple collaborators."
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FedAI -> OpenFL

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6 participants