stock-options-python
Fast Python bindings for option pricing Greeks calculations, powered by Rust.
Installation
pip install stock-options-python
Or build from source:
pip install maturin
maturin develop
Usage
import stock_options_python as sop
# Option parameters
s = 100.0 # Current stock price
k = 105.0 # Strike price
t = 0.5 # Time to expiration (years)
r = 0.05 # Risk-free rate (5%)
sigma = 0.2 # Volatility (20%)
q = 0.01 # Dividend yield (1%)
# Black-Scholes (European options)
delta = sop.bs_delta(s, k, t, r, sigma, q, option_type='call')
print(f"Call Delta: {delta:.4f}")
# Get all Greeks at once
greeks = sop.bs_greeks(s, k, t, r, sigma, q, option_type='call')
print(f"Delta: {greeks.delta:.4f}")
print(f"Gamma: {greeks.gamma:.4f}")
print(f"Theta: {greeks.theta:.4f} (per day)")
print(f"Vega: {greeks.vega:.4f}")
print(f"Rho: {greeks.rho:.4f}")
# Bjerksund-Stensland (American options)
am_greeks = sop.am_greeks(s, k, t, r, sigma, q, option_type='put')
print(f"\nAmerican Put Delta: {am_greeks.delta:.4f}")
API Reference
Black-Scholes Functions (European Options)
| Function | Description |
|---|---|
bs_delta(s, k, t, r, sigma, q=0, option_type='call') |
Delta - sensitivity to underlying price |
bs_gamma(s, k, t, r, sigma, q=0) |
Gamma - rate of change of delta |
bs_theta(s, k, t, r, sigma, q=0, option_type='call') |
Theta - time decay (per day) |
bs_vega(s, k, t, r, sigma, q=0) |
Vega - sensitivity to volatility |
bs_rho(s, k, t, r, sigma, q=0, option_type='call') |
Rho - sensitivity to interest rate |
bs_greeks(s, k, t, r, sigma, q=0, option_type='call') |
All Greeks at once |
Bjerksund-Stensland Functions (American Options)
| Function | Description |
|---|---|
am_delta(s, k, t, r, sigma, q=0, option_type='call') |
Delta |
am_gamma(s, k, t, r, sigma, q=0, option_type='call') |
Gamma |
am_theta(s, k, t, r, sigma, q=0, option_type='call') |
Theta (per day) |
am_vega(s, k, t, r, sigma, q=0, option_type='call') |
Vega |
am_rho(s, k, t, r, sigma, q=0, option_type='call') |
Rho |
am_greeks(s, k, t, r, sigma, q=0, option_type='call') |
All Greeks at once |
Parameters
| Parameter | Description |
|---|---|
s |
Current price of the underlying asset |
k |
Strike price of the option |
t |
Time to expiration in years |
r |
Risk-free interest rate (e.g., 0.05 for 5%) |
sigma |
Volatility (e.g., 0.2 for 20%) |
q |
Dividend yield (e.g., 0.01 for 1%), default 0 |
option_type |
'call' or 'put', default 'call' |
Performance
This library uses Rust for calculations, providing significant performance improvements over pure Python implementations, especially for batch calculations.
License
BSD 3-Clause License
Credits
Built on top of the stock-options Rust crate.
1 maintainer
Metadata
1 maintainer
Release files for stock-options-python 0.1.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| stock_options_python-0.1.0.tar.gz | 9.7 kB | Details |
Built distributions (wheels)
Total release size: 15.1 MB
Release files / stock_options_python-0.1.0.tar.gz
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|---|---|
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| Tags | Source |
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| Tags | CPython 3.14 macOS 11.0+ ARM64 |
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maturin/1.10.2
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Release files / stock_options_python-0.1.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
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| Size | 302.6 kB |
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maturin/1.10.2
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Release files / stock_options_python-0.1.0-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl
| Download URL | stock_options_python-0.1.0-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl |
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| Size | 330.9 kB |
| Tags | CPython 3.11 Linux glibc 2.17+ IBM System/390x |
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maturin/1.10.2
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Release files / stock_options_python-0.1.0-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
| Download URL | stock_options_python-0.1.0-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl |
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| Size | 415.6 kB |
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maturin/1.10.2
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Release files / stock_options_python-0.1.0-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
| Download URL | stock_options_python-0.1.0-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl |
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| Size | 304.2 kB |
| Tags | CPython 3.11 Linux glibc 2.17+ ARMv7l |
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No |
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maturin/1.10.2
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Release files / stock_options_python-0.1.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | stock_options_python-0.1.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
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| Size | 296.1 kB |
| Tags | CPython 3.11 Linux glibc 2.17+ ARM64 |
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No |
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maturin/1.10.2
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Release files / stock_options_python-0.1.0-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl
| Download URL | stock_options_python-0.1.0-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl |
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| Size | 318.8 kB |
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No |
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maturin/1.10.2
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Release files / stock_options_python-0.1.0-cp311-cp311-macosx_11_0_arm64.whl
| Download URL | stock_options_python-0.1.0-cp311-cp311-macosx_11_0_arm64.whl |
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| Size | 260.6 kB |
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No |
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maturin/1.10.2
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Release files / stock_options_python-0.1.0-cp311-cp311-macosx_10_12_x86_64.whl
| Download URL | stock_options_python-0.1.0-cp311-cp311-macosx_10_12_x86_64.whl |
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No |
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maturin/1.10.2
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Release files / stock_options_python-0.1.0-cp310-cp310-win_amd64.whl
| Download URL | stock_options_python-0.1.0-cp310-cp310-win_amd64.whl |
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| Size | 163.2 kB |
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No |
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maturin/1.10.2
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Release files / stock_options_python-0.1.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | stock_options_python-0.1.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
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| Size | 305.8 kB |
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No |
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maturin/1.10.2
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Release files / stock_options_python-0.1.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl
| Download URL | stock_options_python-0.1.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl |
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| Size | 331.0 kB |
| Tags | CPython 3.10 Linux glibc 2.17+ IBM System/390x |
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No |
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maturin/1.10.2
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Release files / stock_options_python-0.1.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
| Download URL | stock_options_python-0.1.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl |
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| Size | 415.6 kB |
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No |
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maturin/1.10.2
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Release files / stock_options_python-0.1.0-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
| Download URL | stock_options_python-0.1.0-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl |
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| Size | 304.2 kB |
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No |
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maturin/1.10.2
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Release files / stock_options_python-0.1.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | stock_options_python-0.1.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
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| Size | 296.6 kB |
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maturin/1.10.2
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Release files / stock_options_python-0.1.0-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl
| Download URL | stock_options_python-0.1.0-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl |
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| Size | 321.9 kB |
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No |
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maturin/1.10.2
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Release files / stock_options_python-0.1.0-cp39-cp39-win_amd64.whl
| Download URL | stock_options_python-0.1.0-cp39-cp39-win_amd64.whl |
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| Size | 165.7 kB |
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No |
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maturin/1.10.2
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Release files / stock_options_python-0.1.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | stock_options_python-0.1.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
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| Size | 307.6 kB |
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maturin/1.10.2
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Release files / stock_options_python-0.1.0-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl
| Download URL | stock_options_python-0.1.0-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl |
|---|---|
| Size | 331.4 kB |
| Tags | CPython 3.9 Linux glibc 2.17+ IBM System/390x |
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No |
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maturin/1.10.2
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Release files / stock_options_python-0.1.0-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
| Download URL | stock_options_python-0.1.0-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl |
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| Size | 417.0 kB |
| Tags | CPython 3.9 Linux glibc 2.17+ PowerPC 64-le |
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No |
| Uploaded via |
maturin/1.10.2
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Release files / stock_options_python-0.1.0-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
| Download URL | stock_options_python-0.1.0-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl |
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| Size | 304.5 kB |
| Tags | CPython 3.9 Linux glibc 2.17+ ARMv7l |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
maturin/1.10.2
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Release files / stock_options_python-0.1.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | stock_options_python-0.1.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
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| Size | 296.6 kB |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
maturin/1.10.2
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Release files / stock_options_python-0.1.0-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.whl
| Download URL | stock_options_python-0.1.0-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.whl |
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| Size | 324.5 kB |
| Tags | CPython 3.9 Linux glibc 2.5+ x86-32 |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
maturin/1.10.2
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Release files / stock_options_python-0.1.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | stock_options_python-0.1.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
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| Size | 306.7 kB |
| Tags | CPython 3.8 Linux glibc 2.17+ x86-64 |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
maturin/1.10.2
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Release files / stock_options_python-0.1.0-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl
| Download URL | stock_options_python-0.1.0-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl |
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| Size | 331.2 kB |
| Tags | CPython 3.8 Linux glibc 2.17+ IBM System/390x |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
maturin/1.10.2
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Release files / stock_options_python-0.1.0-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
| Download URL | stock_options_python-0.1.0-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl |
|---|---|
| Size | 417.0 kB |
| Tags | CPython 3.8 Linux glibc 2.17+ PowerPC 64-le |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
maturin/1.10.2
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Release files / stock_options_python-0.1.0-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
| Download URL | stock_options_python-0.1.0-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl |
|---|---|
| Size | 304.0 kB |
| Tags | CPython 3.8 Linux glibc 2.17+ ARMv7l |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
maturin/1.10.2
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Release files / stock_options_python-0.1.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | stock_options_python-0.1.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
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| Size | 296.7 kB |
| Tags | CPython 3.8 Linux glibc 2.17+ ARM64 |
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SHA-256 checksum How to use checksums |
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Release files / stock_options_python-0.1.0-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.whl
| Download URL | stock_options_python-0.1.0-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.whl |
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| Size | 323.7 kB |
| Tags | CPython 3.8 Linux glibc 2.5+ x86-32 |
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