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To prevent confusion, include a backward reference to the README file…
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… within the notebook.

Signed-off-by: yuliasherman <[email protected]>
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yuliasherman committed Feb 19, 2025
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"2. Enable creation of workspace content by annotating Jupyter notebook with export directives. Explore [1001 Workspace Creation from JupyterNotebook](https://github.com/securefederatedai/openfl/blob/develop/openfl-tutorials/experimental/workflow/1001_Workspace_Creation_from_JupyterNotebook.ipynb) for insights\n",
"3. **Deploy** the experiment on Federated infrastructure (Director and Envoy nodes) using `FederatedRuntime`\n",
"\n",
"Let's get started !\n"
"**&#9888; Attention** Please make sure you have followed the steps described in the [README.md](https://github.com/securefederatedai/openfl/blob/develop/openfl-tutorials/experimental/workflow/FederatedRuntime/101_MNIST/README.md)\n",
"\n",
"Let's get started !"
]
},
{
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"metadata": {},
"source": [
"### Installing Pre-requisties\n",
"We start by installing OpenFL and dependencies of the workflow interface. These dependencies are exported and become requirements for the Federated Learning Environment "
"We start by installing OpenFL and dependencies of the workflow interface. These dependencies are exported and become requirements for the Federated Learning Environment.\n",
"\n",
"**&#9888; Attention** As per [README.md](https://github.com/securefederatedai/openfl/blob/develop/openfl-tutorials/experimental/workflow/FederatedRuntime/101_MNIST/README.md), the Director/Envoy infrastructure must be set up before beginning the experiment."
]
},
{
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"id": "3b7357ef",
"metadata": {},
"source": [
"This tutorial is based on the LocalRuntime example [301_MNIST_Watermarking](https://github.com/securefederatedai/openfl/blob/develop/openfl-tutorials/experimental/workflow/301_MNIST_Watermarking.ipynb). It has been adapted to demonstrate the FederatedRuntime version of the watermarking workflow. In this tutorial, we will guide you through the process of deploying the watermarking example within a federation, showcasing how to transition from a local setup to a federated environment effectively."
"This tutorial is based on the LocalRuntime example [301_MNIST_Watermarking](https://github.com/securefederatedai/openfl/blob/develop/openfl-tutorials/experimental/workflow/301_MNIST_Watermarking.ipynb). It has been adapted to demonstrate the FederatedRuntime version of the watermarking workflow. In this tutorial, we will guide you through the process of deploying the watermarking example within a federation, showcasing how to transition from a local setup to a federated environment effectively.\n",
"\n",
"**&#9888; Attention:** Please make sure you have followed the steps described in the [README.md](https://github.com/securefederatedai/openfl/blob/develop/openfl-tutorials/experimental/workflow/FederatedRuntime/301_MNIST_Watermarking/README.md)"
]
},
{
"attachments": {},
"cell_type": "markdown",
"id": "a4394089",
"metadata": {},
"source": [
"# Getting Started"
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"id": "9a6ae8e2",
"metadata": {},
"source": [
"We now define our model, optimizer, and some helper functions like we would for any other deep learning experiment \n",
"**&#9888; Attention:** As per [README.md](https://github.com/securefederatedai/openfl/blob/develop/openfl-tutorials/experimental/workflow/FederatedRuntime/301_MNIST_Watermarking/README.md), the Director/Envoy infrastructure must be set up before beginning the experiment.\n",
"\n",
"We now define our model, optimizer, and some helper functions like we would for any other deep learning experiment.\n",
"\n",
"> This cell and all the subsequent cells are important ingredients of the Federated Learning experiment and therefore annotated with the `#| export` directive"
]
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