Update example notebooks with FEDn Studio

 Changes to be committed:
	modified:   examples/notebooks/API_Example.ipynb
	modified:   examples/notebooks/Aggregators.ipynb

Update example notebooks with FEDn Studio endpoints and settings.

examples/notebooks/API_Example.ipynb

@@ -7,9 +7,9 @@
    "source": [
     "## API Example\n",
     "\n",
-    "This notebook provides an example of how to use the FEDn API to organize experiments and to analyze validation results. We will here run one training session (a collection of global rounds) using FedAvg, then retrive and visualize the results.\n",
+    "This notebook provides an example of how to use the FEDn API to organize experiments and to analyze validation results. We will here run one training session (a collection of global rounds) using FedAvg, then retrive and visualize the results. For a complete list of implemented interfaces, please refer to the [FEDn APIs](https://fedn.readthedocs.io/en/latest/fedn.network.api.html#module-fedn.network.api.client).\n",
     "\n",
-    "When you start this tutorial you should have a deployed FEDn Network up and running, and you should have created the compute package and the initial model, see the example README for instructions."
+    "Before starting this tutorial, make sure you have a project running in FEDn Studio and have created the compute package and the initial model. If you're not sure how to do this, please follow the instructions in sections 1, 2, and 3 of the [quickstart guide](https://fedn.readthedocs.io/en/latest/quickstart.html)."
    ]
   },
   {
@@ -33,9 +33,11 @@
    "id": "1046a4e5",
    "metadata": {},
    "source": [
-    "We connect to the FEDn API service. In this example, we assume the project is hosted on the public FEDn Studio. You can find the CONTROLLER_HOST address in the project dashboard. If you're using a local sandbox, the CONTROLLER_HOST will be \"localhost,\" and the CONTROLLER_PORT will be 8092.\n",
+    "We connect to the FEDn API service. In this example, we assume the project is hosted on the public FEDn Studio. You can find the CONTROLLER_HOST address in the project dashboard. \n",
     "\n",
-    "Next, you'll need to generate an access token. To do this, go to the project page in FEDn Studio, click on \"Settings,\" then \"Generate token.\" Copy the access token from the Studio and paste it into the notebook."
+    "NOTE: If you're using a local sandbox, the CONTROLLER_HOST will be \"localhost,\" and the CONTROLLER_PORT will be 8092.\n",
+    "\n",
+    "Next, you'll need to generate an access token. To do this, go to the project page in FEDn Studio, click on \"Settings,\" then \"Generate token.\" Copy the access token from the Studio and paste it into the notebook. In case you need further details, have a look at the [Fedn ClientAPIs](https://fedn.readthedocs.io/en/latest/apiclient.html#).  "
    ]
   },
   {
@@ -55,7 +57,7 @@
    "id": "07f69f5f",
    "metadata": {},
    "source": [
-    "Initialize FEDn with the compute package and seed model. Note that these files needs to be created separately by follwing instructions in the README."
+    "Initialize FEDn with the compute package and seed model. Note that these files needs to be created separately. If you're not sure how to do this, please follow the instructions only in sections 3 of the [quickstart guide](https://fedn.readthedocs.io/en/latest/quickstart.html#create-the-compute-package-and-seed-model)."
    ]
   },
   {

examples/notebooks/Aggregators.ipynb

@@ -9,10 +9,11 @@
     "\n",
     "This notebook shows how to use different Aggregators (FedAvg, FedAdam, FedYogi, FedAdaGrad). \n",
     "\n",
-    "When you start this tutorial you should either have an account and project in FEDn Studio, or have deployed a FEDn in pseudo-distributed  mode. You should also have created the compute package and the initial model, see README.md for instructions.\n",
+    "For a complete list of implemented interfaces, please refer to the [FEDn APIs](https://fedn.readthedocs.io/en/latest/fedn.network.api.html#module-fedn.network.api.client).\n",
     "\n",
+    "Before starting this tutorial, make sure you have a project running in FEDn Studio and have created the compute package and the initial model. If you're not sure how to do this, please follow the instructions in sections 1, 2, and 3 of the [quickstart guide](https://fedn.readthedocs.io/en/latest/quickstart.html).\n",
     "    \n",
-    "Note that this notebook is intended to showcase the aggregator API. Fine-tuning of the server-side hyperparameters would be necessary for optimal performance and will need to be done a use-case basis."
+    "Note: This notebook is intended to showcase the aggregator API. Fine-tuning of the server-side hyperparameters would be necessary for optimal performance and will need to be done a use-case basis."
    ]
   },
   {
@@ -36,9 +37,11 @@
    "id": "1046a4e5",
    "metadata": {},
    "source": [
-    "We connect to the FEDn API service. In this example, we assume the project is hosted on the public FEDn Studio. You can find the CONTROLLER_HOST address in the project dashboard. If you're using a local sandbox, the CONTROLLER_HOST will be \"localhost,\" and the CONTROLLER_PORT will be 8092.\n",
+    "In this example, we assume the project is hosted on the public FEDn Studio. You can find the CONTROLLER_HOST address in the project dashboard.\n",
     "\n",
-    "Next, you'll need to generate an access token. To do this, go to the project page in FEDn Studio, click on \"Settings,\" then \"Generate token.\" Copy the access token from the Studio and paste it into the notebook."
+    "NOTE: If you're using a local sandbox, the CONTROLLER_HOST will be \"localhost,\" and the CONTROLLER_PORT will be 8092.\n",
+    "\n",
+    "Next, you'll need to generate an access token. To do this, go to the project page in FEDn Studio, click on \"Settings,\" then \"Generate token.\" Copy the access token from the Studio and paste it into the notebook. In case you need further details, have a look at the [Fedn ClientAPIs](https://fedn.readthedocs.io/en/latest/apiclient.html#)."
    ]
   },
   {
@@ -58,7 +61,7 @@
    "id": "07f69f5f",
    "metadata": {},
    "source": [
-    "Initialize FEDn with the compute package and seed model. Note that these files needs to be created separately by follwing instructions in the README."
+    "Initialize FEDn with the compute package and seed model. Note that these files needs to be created separately. If you're not sure how to do this, please follow the instructions only in sections 3 of the [quickstart guide](https://fedn.readthedocs.io/en/latest/quickstart.html#create-the-compute-package-and-seed-model)."
    ]
   },
   {