Name		Name	Last commit message	Last commit date
Latest commit History 3 Commits
__pycache__		__pycache__
logging		logging
model		model
price_bar_minute		price_bar_minute
.DS_Store		.DS_Store
.gitignore		.gitignore
README.md		README.md
btc_order.py		btc_order.py
live_plot.py		live_plot.py
main.py		main.py
market_minute.py		market_minute.py
requirements.txt		requirements.txt
streaming_trade.py		streaming_trade.py
transformer_model.py		transformer_model.py

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Crypto Real Time Trading System

Overview

Leveraged Transformer AI Model, Alpaca API for optimized trade execution and enhanced decision making
Effectively extracted and processed live market data, enabling prompt decision-making and executing orders with high accuracy and efficiency

Tools

Python, Tensorflow, Alpaca API, asyncio,

Structure

main.py: Trigger streaming, plotting, loading data
market_minute.py: Extract data in minute timeframe and save them under the price_bar_minute folder
streaming_trade.py: Extract trade, quotes data in real-time manner and save them under the logging folder
live_plot.py: Plot the trade data in live
transformer_model.py: Layers of the BERT + Time embeddings model
btc_order.py: Submit order based on predicted price by transformer
model folder: The final model is under this folder
requirements.txt: Required packages is listed in this file
config.ini: Configuration info is listed in this file