From 7b9c77ea3ba3de273ce52b5260edb44b5f50e5fc Mon Sep 17 00:00:00 2001 From: aarevalom0 Date: Sun, 6 Oct 2024 21:58:18 -0500 Subject: [PATCH] pdate --- docs/app.py | 41 +++++++++++++++++++++++++++++++++++ docs/index.html | 8 ++++--- docs/modelo_seleccionado.pkl | Bin 0 -> 240052 bytes 3 files changed, 46 insertions(+), 3 deletions(-) create mode 100644 docs/app.py create mode 100644 docs/modelo_seleccionado.pkl diff --git a/docs/app.py b/docs/app.py new file mode 100644 index 0000000..b3964c9 --- /dev/null +++ b/docs/app.py @@ -0,0 +1,41 @@ +from flask import Flask, render_template, request, redirect, jsonify +import pandas as pd +import joblib # Assuming you're using a pre-trained model +import os + +app = Flask(__name__) + +# Load your pre-trained model +model = joblib.load('modelo_seleccionado.pkl') # Use your trained model file + +# Home route to display the HTML form +@app.route('/') +def index(): + return render_template('index.html') + +# Route to handle the CSV upload and prediction +@app.route('/upload', methods=['POST']) +def upload_file(): + if 'file' not in request.files: + return redirect('/') + + file = request.files['file'] + + if file.filename == '': + return redirect('/') + + if file: + # Assuming the file is a CSV, load it into a DataFrame + data = pd.read_csv(file) + + # Make predictions using your model + predictions = model.predict(data) + + # Convert predictions to a format you can return (e.g., a list or JSON) + results = {'predictions': predictions.tolist()} + + # Return the predictions as a JSON response + return jsonify(results) + +if __name__ == "__main__": + app.run(debug=True) \ No newline at end of file diff --git a/docs/index.html b/docs/index.html index 5996101..26aa949 100644 --- a/docs/index.html +++ b/docs/index.html @@ -168,7 +168,7 @@

Data Analysis Plus 📊

View Descriptive Statistical Analysis -
+

How to Use the Model

To utilize our model, follow these simple steps:

1. Open the Jupyter Notebook

@@ -178,8 +178,10 @@

1. Open the Jupyter Notebook

  • Click on the file to open it.
  • 2. Upload Your CSV File

    -

    Use the button below to upload your CSV file for analysis:

    - Upload CSV +
    + + +

    3. Analyze the Results

    Run the notebook cells and discover insights from your data!

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