Merge pull request #659 from Nicole-ying/regression

Transform Regression folder，rnn、nlp and object-detection files

open-machine-learning-jupyter-book/_config.yml

@@ -19,7 +19,7 @@ execute:
     - 'data-science/working-with-data/pandas/*'
     - 'ml-fundamentals/classification/introduction-to-classification.ipynb'
     - 'ml-fundamentals/build-a-web-app-to-use-a-machine-learning-model.md'
-    - 'ml-fundamentals/regression/managing-data.md'
+    - 'ml-fundamentals/regression/managing-data.ipynb'
     - 'ml-fundamentals/regression/loss-function.ipynb'
     - 'ml-advanced/ensemble-learning/random-forest.ipynb'
     - 'ml-advanced/clustering/introduction-to-clustering.ipynb'

open-machine-learning-jupyter-book/_toc.yml

@@ -91,15 +91,15 @@ parts:
   - file: deep-learning/dl-overview
   - file: deep-learning/cnn
   - file: deep-learning/gan.md
-  - file: deep-learning/rnn.md
+  - file: deep-learning/rnn.ipynb
   - file: deep-learning/autoencoder.md
   - file: deep-learning/lstm.ipynb
   - file: deep-learning/time-series.ipynb
   - file: deep-learning/dqn.ipynb
   - file: deep-learning/image-classification.md
   - file: deep-learning/image-segmentation.md
   - file: deep-learning/difussion-model.md
-  - file: deep-learning/object-detection
+  - file: deep-learning/object-detection.ipynb
 - caption: MACHINE LEARNING OPERATIONS
   maxdepth: 2
   numbered: True

open-machine-learning-jupyter-book/deep-learning/nlp.ipynb

@@ -0,0 +1,70 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "tags": [
+     "hide-input"
+    ]
+   },
+   "outputs": [],
+   "source": [
+    "# Install the necessary dependencies\n",
+    "\n",
+    "import os\n",
+    "import sys\n",
+    "!{sys.executable} -m pip install --quiet pandas scikit-learn numpy matplotlib jupyterlab_myst ipython"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "tags": [
+     "remove-cell"
+    ]
+   },
+   "source": [
+    "---\n",
+    "license:\n",
+    "    code: MIT\n",
+    "    content: CC-BY-4.0\n",
+    "github: https://github.com/ocademy-ai/machine-learning\n",
+    "venue: By Ocademy\n",
+    "open_access: true\n",
+    "bibliography:\n",
+    "  - https://raw.githubusercontent.com/ocademy-ai/machine-learning/main/open-machine-learning-jupyter-book/references.bib\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "a20d451b",
+   "metadata": {},
+   "source": [
+    "# NLP"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "py39",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.9.18"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}