---
title: RegressionVibration
emoji: 🚀
colorFrom: pink
colorTo: purple
sdk: gradio
sdk_version: 4.42.0
app_file: app.py
pinned: false
---

# Predictive Model Deployment

## Overview
This application uses a regression model to predict vibration values based on RPM and operational hours. It is built using Gradio to provide an interactive web interface for easy access.

## How to Use
1. Input the RPM and operational hours into the designated fields.
2. Submit the input to receive the vibration predictions displayed as a graph.
3. The graph provides a visualization of predicted values like acceleration, speed, and envelope at different parts of the machinery.

## Features
- The model takes RPM and operational hours as input.
- Outputs are displayed as a graph showing various vibration metrics.

## Deployment
This app is deployed using Gradio, allowing users to interact with the model directly through a web browser.