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quantkit (Python)

Python bindings for the Rust quantkit library (not published to PyPI).

import numpy as np
import quantkit as qk

qk.bs_price(42, 40, 0.10, 0.20, 0.5)                          # 4.759...
qk.bs_greeks(42, 40, 0.10, 0.20, 0.5)                         # {'delta': ..., 'gamma': ..., ...}
qk.implied_vol(1.875, 21, 20, 0.10, 0.25)                     # ~0.235

spots = np.linspace(80, 120, 5)
qk.bs_price_batch(spots, 100.0, 0.03, 0.2, 1.0)               # same-shape arrays; scalars broadcast

d = qk.implied_vol_detailed(prices, spots, 100.0, 0.03, 1.0)  # per-row status, residual, iterations, vega, messages
ds = qk.make_dataset(rows=10_000, seed=7)                     # reproducible dataset + audit metadata

Build locally with maturin develop --release. The wheel uses the Python 3.9 stable ABI and declares Requires-Python >=3.9, numpy>=1.22.0. It passed the test-suite on ten exact CPython/NumPy combinations (Windows x86-64 only), listed in docs/compatibility.md; Linux and macOS are untested. See docs/NUMERICS.md for shape, error and threading semantics and docs/BENCHMARKS.md for measured performance.

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Release files for quantkit-rs 0.2.0

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