HackInfinity23

HackInfinity'23 organized by DCEI

Team Details: DeepMinds

• Dhruv Shah
• Pranav Patel
• Pathik Patel
• Manjal Shah
• Nisarg Suthar

Real time Bitcoin future price predictor

Introduction

You can predict real live BTC/USDT price for next(5min/10min/20min) to get an idea how you should go along with your next trade. Our prediciton model is build on deep stacked RNN's(GRU) on plenty of previous BTC/USDT price data of '1m' time interval.

Running the App

1. Clone this repository: git clone https://github.com/itsNisarg/HackInfinity23.git
2. Change into the directory: cd HackInfinity
3. Install the requirements: pip install -r requirements.txt
4. Connect to your local postgres database by changing password in script where it is necessary and run livedatastreamer.py to set a live streaming data feed into the database
5. Run the app: streamlit run app.py

Usage

The app will open in your default web browser at http://localhost:8501/ and you can interact with app.

1. Home page

2. 5 min prediciton

3. 10 min prediciton

4. 20 min prediciton