CryptoPred

Navigating the Crypto Market with Neural Network-Powered Price Predictions.

Overview

CryptoPred harnesses the power of neural networks to predict cryptocurrency prices, empowering you with insights to make informed investment decisions.

Key Features

Predicts closing price of the next day: Stay ahead of the curve with accurate next-day price forecasts. Direct data fetching from Yahoo Finance: Access reliable and up-to-date data seamlessly. Streamlit-powered website in development: Stay tuned for an interactive platform to explore predictions and visualize trends.

Technology Stack

Python

• mlpfinance (for importing yahoo finance)
• pandas
• numpy
• tensorflow (Sequential model)
• matplotlib (for visualizations)
• pandas_datareader
• Neural networks (LSTM)
• Adam optimizer
• Streamlit (for website development)

Upcoming Features

Predicted price graph for 'N' number of days: Visualize future price trajectories for enhanced decision-making. Experimentation with different optimizers: Explore optimization techniques to fine-tune prediction accuracy.

Getting Started

Clone this repository.

• Install dependencies (instructions to be provided).
• Run the prediction model (instructions to be provided).
• Access the website (once development is complete).

License

This project is licensed under the MIT License. See the LICENSE: LICENSE file for details.