finalytics 0.6.0

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This is a python binding for Finalytics Rust Library designed for retrieving financial data and performing security analysis and portfolio optimization.

Installation

pip install finalytics

Example

View the documentation for more information.

from finalytics import Tickers

# Instantiate a Multiple Ticker Object
tickers = Tickers(symbols=["NVDA", "GOOG", "AAPL", "MSFT", "BTC-USD"],
                  start_date="2020-01-01",
                  end_date="2024-01-01",
                  interval="1d",
                  confidence_level=0.95,
                  risk_free_rate=0.02)

# Calculate the Performance Statistics of all the Tickers
print(tickers.performance_stats())

# Display the Security Analysis Charts
tickers.returns_chart().show()
tickers.returns_matrix().show()

# Perform Portfolio Optimization
portfolio = tickers.optimize()
print(portfolio.optimization_results())

# Display the Portfolio Optimization Charts
portfolio.optimization_chart().show()
portfolio.performance_chart().show()
portfolio.asset_returns_chart().show()
portfolio.performance_stats_table().show()