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
Documentation
View Library documentation on readthedocs here
Security Analysis
from finalytics import Ticker
ticker = Ticker(symbol="AAPL",
start="2023-01-01",
end="2023-10-31",
interval="1d",
confidence_level=0.95,
risk_free_rate=0.02)
print(ticker.performance_stats())
ticker.performance_chart().show()
Portfolio Optimization
from finalytics import Portfolio
portfolio = Portfolio(ticker_symbols=["AAPL", "GOOG", "MSFT", "BTC-USD"],
benchmark_symbol="^GSPC", start_date="2020-01-01", end_date="2022-01-01", interval="1d",
confidence_level=0.95, risk_free_rate=0.02, max_iterations=1000,
objective_function="max_sharpe")
print(portfolio.get_optimization_results())
portfolio.portfolio_chart("performance").show()
1 maintainer
Metadata
1 maintainer
Release files for finalytics 0.4.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| finalytics-0.4.0.tar.gz | 71.7 kB | Details |
Built distributions (wheels)
Total release size: 195.7 MB
Release files / finalytics-0.4.0.tar.gz
| Download URL | finalytics-0.4.0.tar.gz |
|---|---|
| Size | 71.7 kB |
| Tags | Source |
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Uploaded using Trusted Publishing? What is trusted publishing? |
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| Uploaded via |
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Release files / finalytics-0.4.0-cp312-none-win_amd64.whl
| Download URL | finalytics-0.4.0-cp312-none-win_amd64.whl |
|---|---|
| Size | 9.2 MB |
| Tags | CPython 3.12 Windows x86-64 |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
maturin/1.6.0
|
Release files / finalytics-0.4.0-cp312-none-win32.whl
| Download URL | finalytics-0.4.0-cp312-none-win32.whl |
|---|---|
| Size | 8.1 MB |
| Tags | CPython 3.12 Windows x86-32 |
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No |
| Uploaded via |
maturin/1.6.0
|
Release files / finalytics-0.4.0-cp312-cp312-macosx_11_0_arm64.whl
| Download URL | finalytics-0.4.0-cp312-cp312-macosx_11_0_arm64.whl |
|---|---|
| Size | 9.4 MB |
| Tags | CPython 3.12 macOS 11.0+ ARM64 |
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| Uploaded via |
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Release files / finalytics-0.4.0-cp312-cp312-macosx_10_12_x86_64.whl
| Download URL | finalytics-0.4.0-cp312-cp312-macosx_10_12_x86_64.whl |
|---|---|
| Size | 10.0 MB |
| Tags | CPython 3.12 macOS 10.12+ x86-64 |
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| Uploaded via |
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Release files / finalytics-0.4.0-cp311-none-win_amd64.whl
| Download URL | finalytics-0.4.0-cp311-none-win_amd64.whl |
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| Size | 9.2 MB |
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| Uploaded via |
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Release files / finalytics-0.4.0-cp311-none-win32.whl
| Download URL | finalytics-0.4.0-cp311-none-win32.whl |
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| Size | 8.1 MB |
| Tags | CPython 3.11 Windows x86-32 |
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Release files / finalytics-0.4.0-cp311-cp311-macosx_11_0_arm64.whl
| Download URL | finalytics-0.4.0-cp311-cp311-macosx_11_0_arm64.whl |
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| Size | 9.4 MB |
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Release files / finalytics-0.4.0-cp311-cp311-macosx_10_12_x86_64.whl
| Download URL | finalytics-0.4.0-cp311-cp311-macosx_10_12_x86_64.whl |
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Release files / finalytics-0.4.0-cp310-none-win_amd64.whl
| Download URL | finalytics-0.4.0-cp310-none-win_amd64.whl |
|---|---|
| Size | 9.2 MB |
| Tags | CPython 3.10 Windows x86-64 |
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Release files / finalytics-0.4.0-cp310-none-win32.whl
| Download URL | finalytics-0.4.0-cp310-none-win32.whl |
|---|---|
| Size | 8.1 MB |
| Tags | CPython 3.10 Windows x86-32 |
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Release files / finalytics-0.4.0-cp310-cp310-manylinux_2_35_x86_64.whl
| Download URL | finalytics-0.4.0-cp310-cp310-manylinux_2_35_x86_64.whl |
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| Size | 14.1 MB |
| Tags | CPython 3.10 Linux glibc 2.35+ x86-64 |
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Release files / finalytics-0.4.0-cp310-cp310-macosx_11_0_arm64.whl
| Download URL | finalytics-0.4.0-cp310-cp310-macosx_11_0_arm64.whl |
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| Size | 9.4 MB |
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Release files / finalytics-0.4.0-cp310-cp310-macosx_10_12_x86_64.whl
| Download URL | finalytics-0.4.0-cp310-cp310-macosx_10_12_x86_64.whl |
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Release files / finalytics-0.4.0-cp39-none-win_amd64.whl
| Download URL | finalytics-0.4.0-cp39-none-win_amd64.whl |
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| Size | 9.2 MB |
| Tags | CPython 3.9 Windows x86-64 |
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Release files / finalytics-0.4.0-cp39-none-win32.whl
| Download URL | finalytics-0.4.0-cp39-none-win32.whl |
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| Size | 8.1 MB |
| Tags | CPython 3.9 Windows x86-32 |
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Release files / finalytics-0.4.0-cp39-cp39-macosx_11_0_arm64.whl
| Download URL | finalytics-0.4.0-cp39-cp39-macosx_11_0_arm64.whl |
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| Size | 9.4 MB |
| Tags | CPython 3.9 macOS 11.0+ ARM64 |
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Release files / finalytics-0.4.0-cp39-cp39-macosx_10_12_x86_64.whl
| Download URL | finalytics-0.4.0-cp39-cp39-macosx_10_12_x86_64.whl |
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Release files / finalytics-0.4.0-cp38-none-win_amd64.whl
| Download URL | finalytics-0.4.0-cp38-none-win_amd64.whl |
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Release files / finalytics-0.4.0-cp38-none-win32.whl
| Download URL | finalytics-0.4.0-cp38-none-win32.whl |
|---|---|
| Size | 8.1 MB |
| Tags | CPython 3.8 Windows x86-32 |
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Release files / finalytics-0.4.0-cp37-none-win_amd64.whl
| Download URL | finalytics-0.4.0-cp37-none-win_amd64.whl |
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Release files / finalytics-0.4.0-cp37-none-win32.whl
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| Size | 8.1 MB |
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