Merge branch 'rohitinu6:main' into overview-performance-metrices

README.md

@@ -1,8 +1,8 @@
 <div align="center">
 
-##  📈 Stock Price Prediction 
+<a href="https://git.io/typing-svg"><img src="https://readme-typing-svg.herokuapp.com?font=Comfortaa&size=30&duration=4000&pause=1000&color=F7F7F7&background=FFFFFF00&width=435&lines=%F0%9F%93%88+Stock+Price+Prediction" alt="Typing SVG" /></a>
 
-![Stock Prediction Model](https://raw.githubusercontent.com/alo7lika/Stock-Price-Prediction/refs/heads/main/InvestWise%20-%20Stock%20Prediction%20Model.png)
+![Stock Prediction Model](https://github.com/Karthik3904/Stock-Price-Prediction/blob/update-readme/images/Screenshot%202024-10-25%20194943.png)
 
 </div>
 
@@ -56,6 +56,7 @@ This project aims to predict the stock prices of **The State Bank of India (SBI)
 
 The primary objective is to compare model accuracy and performance metrics, such as RMSE, MAE, and MAPE, across multiple algorithms, ultimately identifying the most suitable regression approach for stock price forecasting.
 
+
 ## 🛠️ Features
 
 - Utilizes various regression algorithms for stock price prediction.
@@ -96,14 +97,21 @@ The dataset used in this project is sourced from Yahoo Finance and includes hist
 📋 requirements.txt # List of dependencies needed to run the project.
 
 
-## 🚀 How to Run
+## 🚀 How to Run `main.py`
+**Steps**:
+1.**If Flask is not installed, install it**:
+  ```bash
+  pip install flask
+  ```
+2.**Install dependencies using**:
+  ```bash
+  pip install -r requirements.txt
+  ```
+3.**Run the Flask app**:
+  ```bash
+  python main.py
+  ```
 
-1. Install dependencies using:
-   ```bash
-   pip install -r requirements.txt
-   ```
-2. Execute the notebooks in the `notebooks/` folder in the given order.
-3. Run the scripts in the `src/` folder for further analysis or model training.
 
 ## 📈 Results