https://github.com/jarif87/predictive-seq-genix
SequenceForesight: A Django-based web app with a futuristic UI that predicts the next number in a 10 number sequence, featuring real-time input validation and responsive design.
https://github.com/jarif87/predictive-seq-genix
deployment django-application html-css lstm-neural-networks number-sequences python tensorflow
Last synced: about 2 months ago
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SequenceForesight: A Django-based web app with a futuristic UI that predicts the next number in a 10 number sequence, featuring real-time input validation and responsive design.
- Host: GitHub
- URL: https://github.com/jarif87/predictive-seq-genix
- Owner: jarif87
- Created: 2025-06-19T18:46:00.000Z (about 1 year ago)
- Default Branch: main
- Last Pushed: 2025-06-19T18:56:47.000Z (about 1 year ago)
- Last Synced: 2025-06-19T19:47:22.931Z (about 1 year ago)
- Topics: deployment, django-application, html-css, lstm-neural-networks, number-sequences, python, tensorflow
- Language: Jupyter Notebook
- Homepage:
- Size: 0 Bytes
- Stars: 0
- Watchers: 0
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Sequence Predictor
A sleek, modern web application built with Django that predicts the next number in a sequence of 10 numbers provided by the user. The interface features a futuristic design with real-time input validation and a responsive layout.
## Features
- **Input Validation**: Accepts a sequence of 10 numbers in the format `[10, 20, 30, 40, 50, 60, 70, 80, 90, 100]` with real-time feedback on input validity.
- **Prediction**: Submits the sequence to a backend (to be implemented) to predict the next number.
- **Responsive Design**: Optimized for both desktop and mobile devices with a clean, glassmorphic UI and subtle animations.
- **Modern Styling**: Uses the Inter font, a cyan-blue gradient theme, and dynamic effects like pulsing backgrounds and rotating borders.
- **Error Handling**: Displays clear error messages for invalid inputs.
## Screenshots
*Enter a 10-number sequence and get the next number in the sequence.*
## Prerequisites
- Python 3.8+
- Django 3.2+
- A modern web browser (Chrome, Firefox, Safari, etc.)
## Installation
```bash
# Clone the Repository
git clone https://github.com/yourusername/sequence-predictor.git
cd sequence-predictor
# Create a Virtual Environment
python -m venv venv
source venv/bin/activate # On Windows: venv\Scripts\activate
# Install Dependencies
pip install -r requirements.txt
# Set Up Django Static Files
python manage.py collectstatic
# Apply Migrations
python manage.py makemigrations
python manage.py migrate
# Run the Development Server
python manage.py runserver
```
Then open your browser and navigate to:
`http://127.0.0.1:8000`
## Project Structure
```
myproject/
├── manage.py
├── requirements.txt
├── README.md
├── .gitignore
├── myproject/
│ ├── __init__.py
│ ├── settings.py
│ ├── urls.py
│ ├── wsgi.py
├── myapp/
│ ├── __init__.py
│ ├── admin.py
│ ├── apps.py
│ ├── models.py
│ ├── views.py
│ ├── tests.py
│ ├── urls.py
│ ├── onehotencoder.pkl
│ ├── sustain.py
│ ├── migrations/
│ │ ├── __init__.py
│ │ ├── 0001_initial.py
│ ├── static/
│ │ ├── css/
│ │ │ ├── style.css
│ │ ├── js/
│ │ │ ├── script.js
│ │ ├── images/
│ └── templates/
│ ├── index.html
```
- `templates/index.html`: The main HTML template for the Sequence Predictor interface.
- `static/css/style.css`: Custom CSS for the futuristic UI design.
- `requirements.txt`: Lists Python dependencies (e.g., Django).
## Usage
1. Open the application in your browser.
2. Enter a 10-number sequence in the format `[10, 20, 30, 40, 50, 60, 70, 80, 90, 100]`.
3. Click the **Predict** button to submit the sequence.
4. View the predicted next number in the result card.
5. Invalid inputs will display an error message below the input field.
## Customization
- **Backend Logic**: Implement the sequence prediction logic in the Django view handling the form submission (e.g., using a machine learning model or mathematical algorithm).
- **Styling**: Modify `static/css/style.css` to adjust colors, animations, or layout.
- **Fonts**: Replace the Inter font by updating the Google Fonts import in `index.html`.
## Contributing
Contributions are welcome! Please follow these steps:
```bash
# Fork the repository
# Create a new branch
git checkout -b feature/your-feature
# Commit your changes
git commit -m "Add your feature"
# Push to the branch
git push origin feature/your-feature
```
Then open a pull request on GitHub.