Rashid/nlp url spam

NLP-url-spam/Rashid/.devcontainer/devcontainer.json

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+{
+	"image": "mcr.microsoft.com/devcontainers/python:0-3.11",
+	"waitFor": "onCreateCommand",
+	"onCreateCommand": "pip3 install --user -r requirements.txt",
+	"postCreateCommand": "",
+	"customizations": {
+	  "vscode": {
+		"extensions": [
+		  "ms-toolsai.jupyter",
+		  "ms-python.python",
+		  "ms-python.pylint"
+		]
+	  }
+	}
+  }
+

NLP-url-spam/Rashid/.env.example

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+DATABASE_URL=postgresql://gitpod@localhost:5432/example

NLP-url-spam/Rashid/.gitignore

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+__pycache__
+.env
+.learn

NLP-url-spam/Rashid/.vscode/settings.json

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+{
+    "workbench.startupEditor": "readme",
+    "workbench.editorAssociations": {
+        "*.md": "vscode.markdown.preview.editor"
+    }
+}

NLP-url-spam/Rashid/README.md

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+# Template for Machine Learning projects

NLP-url-spam/Rashid/requirements.txt

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+ipyleaflet>=0.14.0
+ipywidgets>=7.7.1
+matplotlib>=3.7.0
+numpy>=1.24.2
+opencv-python>=4.1.2
+pandas>=1.5.3
+psycopg2-binary>=2.9.3
+pymysql>=1.0.2
+python-dotenv>=0.20.0
+requests>=2.27.1
+scikit-learn
+seaborn>=0.12.2
+sqlalchemy>=1.4.37
+sympy>=1.10.1
+xgboost

NLP-url-spam/Rashid/src/app.py

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+from utils import db_connect
+engine = db_connect()
+
+# your code here

NLP-url-spam/Rashid/src/explore.ipynb

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+{
+    "cells": [
+        {
+            "cell_type": "markdown",
+            "metadata": {},
+            "source": [
+                "# Explore here"
+            ]
+        },
+        {
+            "cell_type": "code",
+            "execution_count": null,
+            "metadata": {},
+            "outputs": [],
+            "source": [
+                "# Your code here"
+            ]
+        }
+    ],
+    "metadata": {
+        "kernelspec": {
+            "display_name": "Python 3.8.13 64-bit ('3.8.13')",
+            "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": "3.8.13"
+        },
+        "orig_nbformat": 4,
+        "vscode": {
+            "interpreter": {
+                "hash": "110cc1dee26208153f2972f08a2ad52b6a56238dc66d48e87fb757ef2996db56"
+            }
+        }
+    },
+    "nbformat": 4,
+    "nbformat_minor": 2
+}

NLP-url-spam/Rashid/src/utils.py

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+from dotenv import load_dotenv
+from sqlalchemy import create_engine
+import pandas as pd
+
+# load the .env file variables
+load_dotenv()
+
+
+def db_connect():
+    import os
+    engine = create_engine(os.getenv('DATABASE_URL'))
+    engine.connect()
+    return engine

Rashid/Airbnb2019/.devcontainer/devcontainer.json

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+{
+	"image": "mcr.microsoft.com/devcontainers/python:0-3.11",
+	"waitFor": "onCreateCommand",
+	"onCreateCommand": "pip3 install --user -r requirements.txt",
+	"postCreateCommand": "",
+	"customizations": {
+	  "vscode": {
+		"extensions": [
+		  "ms-toolsai.jupyter",
+		  "ms-python.python",
+		  "ms-python.pylint"
+		]
+	  }
+	}
+  }
+

Rashid/Airbnb2019/.env.example

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+DATABASE_URL=postgresql://gitpod@localhost:5432/example

Rashid/Airbnb2019/.gitignore

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+__pycache__
+.env
+.learn

Rashid/Airbnb2019/.vscode/settings.json

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+{
+    "workbench.startupEditor": "readme",
+    "workbench.editorAssociations": {
+        "*.md": "vscode.markdown.preview.editor"
+    }
+}

Rashid/Airbnb2019/README.md

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+# Template for Machine Learning projects