finalytics

Finalytics

License Platform Python Version PePy

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()

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0.9.0

May 1, 2026

0.8.9

Oct 5, 2025

0.8.8

Aug 15, 2025

0.8.6

Aug 12, 2025

0.8.5

Aug 12, 2025

0.8.4

Aug 8, 2025

0.8.3

Aug 5, 2025

0.8.2

Jul 28, 2025

0.8.1

Jul 28, 2025

0.8.0

Jul 21, 2025

0.7.0

Jan 9, 2025

This release

0.6.0

Aug 11, 2024

0.5.0

Aug 11, 2024

0.4.3

Jul 6, 2024

0.4.2

Jul 6, 2024

0.4.1

Jul 3, 2024

0.4.0

Jun 17, 2024

0.3.1

Apr 10, 2024

0.3.0

Apr 10, 2024

0.2.5

Jan 15, 2024

0.2.4

Jan 14, 2024

0.2.3

Jan 14, 2024

0.2.2

Jan 13, 2024

0.2.1

Jan 1, 2024

finalytics 0.6.0

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Release history Release notifications | RSS feed