📈 Stock Predictor:

A web application that predicts stock prices using Simple Moving Average (SMA) analysis. Built with Flask, C++, and modern web technologies Features

Real-time stock data from Yahoo Finance SMA calculations for 5, 10, 20, and 30-day periods Interactive price charts Multi-currency support (USD, EUR, GBP, JPY, INR, etc.) Dark/Light theme 52-week high/low tracking Responsive design

Requirements:

1. Python 3.8+
2. C++ compiler (g++)
3. pip

🏗️ Architecture

Architecture

Frontend (HTML/CSS/JS)
         ↓
    Flask Backend
         ↓
    ┌────┴────┐
    ↓         ↓
yfinance    C++ Core
  API       Engine

How It Works:

1. Enter a stock symbol (e.g., AAPL, MSFT)
2. Select SMA period (5, 10, 20, or 30 days)
3. The app fetches historical data and calculates the moving average
4. View predictions with confidence metrics and price charts

Technology Stack:

Backend: Flask, Python

Core Engine: C++ with nlohmann/json

Frontend: HTML, CSS, JavaScript

Charts: Chart.js

Data Source: Yahoo Finance API