Project: Crypto Price Prediction with Dev Containers

Overview

This project leverages Dev Containers to create a reproducible development environment for fetching cryptocurrency data from the CoinGecko API, applying linear regression, and visualizing results using Streamlit.

Features

• Dev Containers: Ensures a consistent development environment.
• CoinGecko API Integration: Retrieves real-time cryptocurrency data.
• Linear Regression Model: Analyzes historical price trends.
• Streamlit Dashboard: Interactive visualization of predictions.

Requirements

• Docker
• VS Code with the Dev Containers extension

Setup

1. Clone the repository:

   git clone https://github.com/raulcastillabravo/crypto.git
   cd crypto

2. Open the project in VS Code.
3. If prompted, reopen in Dev Container, or manually select Remote-Containers: Reopen in Container from the command palette.

Usage

1. Fetch cryptocurrency data and train models:

   python main.py

2. Run the Streamlit dashboard:

   streamlit run main_streamlit.py

License

This project is licensed under the MIT License.