finalytics

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Project description

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()

Project details

Release history Release notifications | RSS feed

This version

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

0.2.0

Nov 27, 2023

0.1.9

Nov 26, 2023

0.1.8

Nov 13, 2023

0.1.7

Nov 12, 2023

0.1.6

Nov 12, 2023

0.1.4

Nov 12, 2023

0.1.3

Nov 11, 2023

0.1.2

Nov 11, 2023

0.1.1

Nov 11, 2023

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