Update examples after comet_ml.init has been renamed to comet_ml.login (#185)

* Fix Ray+XGBoost example

* Temporary use older version of Keras to fix the build

* Use new comet_ml.login instead of comet_ml.init

* Fix parameter name for comet_llm.init

* Use comet-example singular prefix for example project names

* Update section name when login to Comet

Author: Lothiraldan

guides/advanced/Running_Offline_Experiments.ipynb

@@ -1,18 +1,4 @@
 {
- "nbformat": 4,
- "nbformat_minor": 0,
- "metadata": {
-  "colab": {
-   "provenance": []
-  },
-  "kernelspec": {
-   "name": "python3",
-   "display_name": "Python 3"
-  },
-  "language_info": {
-   "name": "python"
-  }
- },
  "cells": [
   {
    "cell_type": "markdown",
@@ -25,14 +11,14 @@
   },
   {
    "cell_type": "code",
+   "execution_count": null,
    "metadata": {
     "id": "wMWufCyZbZOx"
    },
+   "outputs": [],
    "source": [
-    "!pip install comet_ml --quiet"
-   ],
-   "execution_count": null,
-   "outputs": []
+    "%pip install -U \"comet_ml>=3.44.0\""
+   ]
   },
   {
    "cell_type": "markdown",
@@ -45,16 +31,16 @@
   },
   {
    "cell_type": "code",
+   "execution_count": null,
    "metadata": {
     "id": "B2s8nND-birg"
    },
+   "outputs": [],
    "source": [
     "import comet_ml\n",
     "\n",
-    "comet_ml.init(project_name=\"running-offline\")"
-   ],
-   "execution_count": null,
-   "outputs": []
+    "comet_ml.login(project_name=\"running-offline\")"
+   ]
   },
   {
    "cell_type": "markdown",
@@ -67,16 +53,16 @@
   },
   {
    "cell_type": "code",
+   "execution_count": null,
    "metadata": {
     "id": "o7UtgSB-bk6K"
    },
+   "outputs": [],
    "source": [
     "experiment = comet_ml.OfflineExperiment()\n",
     "experiment.log_metrics({\"accuracy\": 0.5, \"loss\": 0.001})\n",
     "experiment.end()"
-   ],
-   "execution_count": null,
-   "outputs": []
+   ]
   },
   {
    "cell_type": "markdown",
@@ -98,23 +84,37 @@
   },
   {
    "cell_type": "code",
+   "execution_count": null,
    "metadata": {
     "id": "uo53wkSabrnW"
    },
+   "outputs": [],
    "source": [
     "!comet upload /content/.cometml-runs/*.zip"
-   ],
-   "execution_count": null,
-   "outputs": []
+   ]
   },
   {
    "cell_type": "code",
+   "execution_count": null,
    "metadata": {
     "id": "lxMv2erXgLtD"
    },
-   "source": [],
-   "execution_count": null,
-   "outputs": []
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "colab": {
+   "provenance": []
+  },
+  "kernelspec": {
+   "display_name": "Python 3",
+   "name": "python3"
+  },
+  "language_info": {
+   "name": "python"
   }
- ]
-}
+ },
+ "nbformat": 4,
+ "nbformat_minor": 0
+}

guides/computer_vision/Computer_Vision_with_Comet.ipynb

@@ -61,7 +61,7 @@
    },
    "outputs": [],
    "source": [
-    "%pip install comet_ml torch torchvision timm datasets h5py scipy scikit-learn \"pandas<2\" \"numpy<2\""
+    "%pip install -U \"comet_ml>=3.44.0\" torch torchvision timm datasets h5py scipy scikit-learn \"pandas<2\" \"numpy<2\""
    ]
   },
   {
@@ -71,7 +71,7 @@
     "id": "yV8haaSzUvOz"
    },
    "source": [
-    "# 💥 Initialize Comet and create an Experiment\n",
+    "# 💥 Login to Comet and create an Experiment\n",
     "\n",
     "Create your free account Comet Account [here](https://www.comet.com/signup?utm_source=website&utm_medium=referral&utm_campaign=Online_CV_2023&utm_content=colab-notebook) and grab your API Key from the account settings page. "
    ]
@@ -86,7 +86,7 @@
    "source": [
     "import comet_ml\n",
     "\n",
-    "comet_ml.init(project_name=\"comet-example-pytorch-image-classification-svhn\")\n",
+    "comet_ml.login(project_name=\"comet-example-pytorch-image-classification-svhn\")\n",
     "\n",
     "# Create the Comet Experiment for logging\n",
     "experiment = comet_ml.Experiment()"

guides/get-started/Comet_Quickstart.ipynb

@@ -53,9 +53,7 @@
    "source": [
     "In this guide we will cover some of the basic features for logging data to Comet. \n",
     "\n",
-    "For a preview of what's possible with Comet, head over to one of our example projects on [Video Classification](If you'd like to take a look at a full project, click the link below:\n",
-    "\n",
-    "[Comet Video Classification](https://www.comet.com/maracomet/demo-video-classification/view/5jQkOgv2xebriYq8gdieVtMFy/panels?utm_medium=referral&utm_source=comet_notebook&utm_term=introduction_to_comet)\n",
+    "If you'd like to take a look at a full project, click on the following link: [Comet Video Classification](https://www.comet.com/maracomet/demo-video-classification/view/5jQkOgv2xebriYq8gdieVtMFy/panels?utm_medium=referral&utm_source=comet_notebook&utm_term=introduction_to_comet)\n",
     "\n"
    ]
   },
@@ -76,7 +74,7 @@
    },
    "outputs": [],
    "source": [
-    "%pip install -U comet_ml \"numpy<2.0.0\""
+    "%pip install -U \"comet_ml>=3.44.0\" \"numpy<2.0.0\""
    ]
   },
   {
@@ -85,7 +83,7 @@
     "id": "pNBCl7sHJvz7"
    },
    "source": [
-    "# 💥 Initialize Comet and grab your Credentials"
+    "# 💥 Login to Comet and grab your Credentials"
    ]
   },
   {
@@ -98,7 +96,7 @@
    "source": [
     "import comet_ml\n",
     "\n",
-    "comet_ml.init(project_name=\"comet-example-intro-to-comet\")"
+    "comet_ml.login(project_name=\"comet-example-intro-to-comet\")"
    ]
   },
   {