Prediction Dashboard

A full-stack application featuring a machine learning pipeline backend and an interactive frontend dashboard.

Tech Stack

• Backend: Python, FastAPI
• Frontend: React
• Machine Learning: Custom Python ML pipeline and neural network components

Project Structure

• app.py - Main FastAPI backend server
• frontend/ - React frontend dashboard interface
• ml_pipeline/ - Machine learning training and prediction pipeline
• neural_net/ - Neural network architecture and model logic

Getting Started

1. Backend Setup

Navigate to the project root and start your Python environment:

source neural_net_env/bin/activate
pip install -r requirements.txt  # (or install dependencies as needed)
uvicorn app:app --reload