Bioleptic

Fast, lossy wavelet compression for physiological signals — ECG, PPG, and accelerometry — with Rust, Python, and JavaScript/WebAssembly bindings.

Crates.io PyPI npm

Bioleptic is a biosignal compression library that shrinks physiological time-series data — electrocardiogram (ECG), photoplethysmogram (PPG), and accelerometer streams — at high compression ratios with low reconstruction error (PRD). It combines a multi-level discrete wavelet transform (DWT) with scalar quantization and adaptive entropy coding, and runs natively in Rust or from Python (NumPy) and the browser (WebAssembly). That makes it a good fit for wearables, remote patient monitoring, medical-device storage, and large physiological datasets where bandwidth and disk are tight.

Features

  • Wavelet-based — CDF 9/7, CDF 5/3, Daubechies-4, and Symlet-4 transforms
  • Tunable rate–distortion — pick a quantization scale (or an explicit multiplier) to trade size against fidelity for a target PRD
  • Multiple entropy coders — Deflate, an adaptive binary rANS, and a significance-map coefficient model
  • Float32 and Float64 input — f64 is downcast to f32 internally
  • Cross-platform — one core, with Rust, Python/NumPy, and JavaScript/WASM frontends
  • Lightweight & dependency-light — small footprint, suitable for embedded and edge use

Algorithm

  1. Non-finite substitution (NaN → 0, ±inf → 0/1)
  2. Mean-centering + range normalization
  3. Multi-level DWT (CDF 9/7, CDF 5/3, Daubechies-4, or Symlet-4; depth scales with signal length)
  4. Quantization to i16 with a configurable scale
  5. Detail-coefficient thresholding
  6. Entropy coding (Deflate, adaptive rANS, or a significance-map coefficient model)

Installation & Usage

Rust

cargo add bioleptic

let compressed = compress(&signal, CompressionOptions::default())?;
let recovered  = decompress(&compressed)?;

Python

pip install bioleptic-py

from bioleptic import compress_signal, decompress_signal, CompressionOptions

compressed = compress_signal(signal, CompressionOptions("cdf97", 11, "low"))
recovered  = decompress_signal(compressed)

JavaScript

npm install bioleptic-js

import {
    CompressionMethod,
    CompressionOptions,
    CutoffLevel,
    QuantizationScale,
    compressSignal,
    decompressSignal
} from "bioleptic-js";

const signal = new Float32Array([1.0, 2.0, 3.0, 4.0, 5.0, 1.0, 2.0, 3.0, 4.0, 5.0, 1.0, 2.0, 3.0, 4.0, 5.0]);

const options = new CompressionOptions(
    CompressionMethod.Cdf97,
    QuantizationScale.S11,
    CutoffLevel.Low,
);

const compressed = compressSignal(signal, options);  // Uint8Array
const recovered = decompressSignal(compressed);       // Float32Array
console.info("Recovered signal", recovered);

License

This project is licensed under either of

  • BSD-3-Clause License (see LICENSE)
  • Apache License, Version 2.0 (see LICENSE)

at your option.

Project links

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Latest release

1 maintainer

PyPI data
Data sourced directly from PyPI's database.
Avatar for awxkee from gravatar.com awxkee

Credits

Author: Radzivon Bartoshyk

License

BSD-3-Clause

Requires

Python >=3.9

Tags

ecg ppg wavelet compression signal-processing

Classifiers

Metadata

Project links

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Latest release

1 maintainer

PyPI data
Data sourced directly from PyPI's database.
Avatar for awxkee from gravatar.com awxkee

Credits

Author: Radzivon Bartoshyk

License

BSD-3-Clause

Requires

Python >=3.9

Tags

ecg ppg wavelet compression signal-processing

Classifiers

Release files for bioleptic 0.3.1

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for bioleptic 0.3.1
File Size Uploaded Provenance
bioleptic-0.3.1.tar.gz 30.9 kB Without provenance Details

Built distributions (wheels)

Table of built distributions (wheels) for bioleptic 0.3.1
File
bioleptic-0.3.1-pp311-pypy311_pp73-musllinux_1_2_x86_64.whl 724.7 kB Without provenance PyPy 3.11 PyPy 3.11 7.3 Linux musl 1.2+ x86-64 Details
bioleptic-0.3.1-pp311-pypy311_pp73-musllinux_1_2_i686.whl 687.2 kB Without provenance PyPy 3.11 PyPy 3.11 7.3 Linux musl 1.2+ x86-32 Details
bioleptic-0.3.1-pp311-pypy311_pp73-musllinux_1_2_armv7l.whl 678.2 kB Without provenance PyPy 3.11 PyPy 3.11 7.3 Linux musl 1.2+ ARMv7l Details
bioleptic-0.3.1-pp311-pypy311_pp73-musllinux_1_2_aarch64.whl 590.8 kB Without provenance PyPy 3.11 PyPy 3.11 7.3 Linux musl 1.2+ ARM64 Details
bioleptic-0.3.1-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 517.1 kB Without provenance PyPy 3.11 PyPy 3.11 7.3 Linux glibc 2.17+ x86-64 Details
bioleptic-0.3.1-pp311-pypy311_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl 443.7 kB Without provenance PyPy 3.11 PyPy 3.11 7.3 Linux glibc 2.17+ IBM System/390x Details
bioleptic-0.3.1-pp311-pypy311_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 632.1 kB Without provenance PyPy 3.11 PyPy 3.11 7.3 Linux glibc 2.17+ PowerPC 64-le Details
bioleptic-0.3.1-pp311-pypy311_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 403.3 kB Without provenance PyPy 3.11 PyPy 3.11 7.3 Linux glibc 2.17+ ARMv7l Details
bioleptic-0.3.1-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 413.8 kB Without provenance PyPy 3.11 PyPy 3.11 7.3 Linux glibc 2.17+ ARM64 Details
bioleptic-0.3.1-pp311-pypy311_pp73-manylinux_2_5_i686.manylinux1_i686.whl 475.0 kB Without provenance PyPy 3.11 PyPy 3.11 7.3 Linux glibc 2.5+ x86-32 Details
bioleptic-0.3.1-cp315-cp315t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 514.2 kB Without provenance CPython 3.15 CPython 3.15 free-threading Linux glibc 2.17+ x86-64 Details
bioleptic-0.3.1-cp315-cp315t-manylinux_2_5_i686.manylinux1_i686.whl 470.3 kB Without provenance CPython 3.15 CPython 3.15 free-threading Linux glibc 2.5+ x86-32 Details
bioleptic-0.3.1-cp315-cp315-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 514.1 kB Without provenance CPython 3.15 CPython 3.15 Linux glibc 2.17+ x86-64 Details
bioleptic-0.3.1-cp315-cp315-manylinux_2_5_i686.manylinux1_i686.whl 470.7 kB Without provenance CPython 3.15 CPython 3.15 Linux glibc 2.5+ x86-32 Details
bioleptic-0.3.1-cp314-cp314t-musllinux_1_2_x86_64.whl 720.8 kB Without provenance CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ x86-64 Details
bioleptic-0.3.1-cp314-cp314t-musllinux_1_2_i686.whl 681.1 kB Without provenance CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ x86-32 Details
bioleptic-0.3.1-cp314-cp314t-musllinux_1_2_armv7l.whl 674.3 kB Without provenance CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ ARMv7l Details
bioleptic-0.3.1-cp314-cp314t-musllinux_1_2_aarch64.whl 585.8 kB Without provenance CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ ARM64 Details
bioleptic-0.3.1-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 514.4 kB Without provenance CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ x86-64 Details
bioleptic-0.3.1-cp314-cp314t-manylinux_2_17_s390x.manylinux2014_s390x.whl 439.7 kB Without provenance CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ IBM System/390x Details
bioleptic-0.3.1-cp314-cp314t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 629.1 kB Without provenance CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ PowerPC 64-le Details
bioleptic-0.3.1-cp314-cp314t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 399.3 kB Without provenance CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ ARMv7l Details
bioleptic-0.3.1-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 409.1 kB Without provenance CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ ARM64 Details
bioleptic-0.3.1-cp314-cp314t-manylinux_2_5_i686.manylinux1_i686.whl 469.4 kB Without provenance CPython 3.14 CPython 3.14 free-threading Linux glibc 2.5+ x86-32 Details
bioleptic-0.3.1-cp314-cp314-win_arm64.whl 261.8 kB Without provenance CPython 3.14 CPython 3.14 Windows ARM64 Details
bioleptic-0.3.1-cp314-cp314-win_amd64.whl 356.1 kB Without provenance CPython 3.14 CPython 3.14 Windows x86-64 Details
bioleptic-0.3.1-cp314-cp314-musllinux_1_2_x86_64.whl 720.5 kB Without provenance CPython 3.14 CPython 3.14 Linux musl 1.2+ x86-64 Details
bioleptic-0.3.1-cp314-cp314-musllinux_1_2_i686.whl 681.7 kB Without provenance CPython 3.14 CPython 3.14 Linux musl 1.2+ x86-32 Details
bioleptic-0.3.1-cp314-cp314-musllinux_1_2_armv7l.whl 674.0 kB Without provenance CPython 3.14 CPython 3.14 Linux musl 1.2+ ARMv7l Details
bioleptic-0.3.1-cp314-cp314-musllinux_1_2_aarch64.whl 585.8 kB Without provenance CPython 3.14 CPython 3.14 Linux musl 1.2+ ARM64 Details
bioleptic-0.3.1-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 513.9 kB Without provenance CPython 3.14 CPython 3.14 Linux glibc 2.17+ x86-64 Details
bioleptic-0.3.1-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl 439.7 kB Without provenance CPython 3.14 CPython 3.14 Linux glibc 2.17+ IBM System/390x Details
bioleptic-0.3.1-cp314-cp314-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 629.2 kB Without provenance CPython 3.14 CPython 3.14 Linux glibc 2.17+ PowerPC 64-le Details
bioleptic-0.3.1-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 399.3 kB Without provenance CPython 3.14 CPython 3.14 Linux glibc 2.17+ ARMv7l Details
bioleptic-0.3.1-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 409.3 kB Without provenance CPython 3.14 CPython 3.14 Linux glibc 2.17+ ARM64 Details
bioleptic-0.3.1-cp314-cp314-manylinux_2_5_i686.manylinux1_i686.whl 470.4 kB Without provenance CPython 3.14 CPython 3.14 Linux glibc 2.5+ x86-32 Details
bioleptic-0.3.1-cp314-cp314-macosx_11_0_arm64.whl 372.6 kB Without provenance CPython 3.14 CPython 3.14 macOS 11.0+ ARM64 Details
bioleptic-0.3.1-cp314-cp314-macosx_10_12_x86_64.whl 466.7 kB Without provenance CPython 3.14 CPython 3.14 macOS 10.12+ x86-64 Details
bioleptic-0.3.1-cp313-cp313-win_arm64.whl 261.3 kB Without provenance CPython 3.13 CPython 3.13 Windows ARM64 Details
bioleptic-0.3.1-cp313-cp313-win_amd64.whl 355.5 kB Without provenance CPython 3.13 CPython 3.13 Windows x86-64 Details
bioleptic-0.3.1-cp313-cp313-win32.whl 276.8 kB Without provenance CPython 3.13 CPython 3.13 Windows x86-32 Details
bioleptic-0.3.1-cp313-cp313-musllinux_1_2_x86_64.whl 719.6 kB Without provenance CPython 3.13 CPython 3.13 Linux musl 1.2+ x86-64 Details
bioleptic-0.3.1-cp313-cp313-musllinux_1_2_i686.whl 681.5 kB Without provenance CPython 3.13 CPython 3.13 Linux musl 1.2+ x86-32 Details
bioleptic-0.3.1-cp313-cp313-musllinux_1_2_armv7l.whl 673.6 kB Without provenance CPython 3.13 CPython 3.13 Linux musl 1.2+ ARMv7l Details
bioleptic-0.3.1-cp313-cp313-musllinux_1_2_aarch64.whl 585.2 kB Without provenance CPython 3.13 CPython 3.13 Linux musl 1.2+ ARM64 Details
bioleptic-0.3.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 513.2 kB Without provenance CPython 3.13 CPython 3.13 Linux glibc 2.17+ x86-64 Details
bioleptic-0.3.1-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl 438.7 kB Without provenance CPython 3.13 CPython 3.13 Linux glibc 2.17+ IBM System/390x Details
bioleptic-0.3.1-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 627.5 kB Without provenance CPython 3.13 CPython 3.13 Linux glibc 2.17+ PowerPC 64-le Details
bioleptic-0.3.1-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 398.9 kB Without provenance CPython 3.13 CPython 3.13 Linux glibc 2.17+ ARMv7l Details
bioleptic-0.3.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 409.0 kB Without provenance CPython 3.13 CPython 3.13 Linux glibc 2.17+ ARM64 Details
bioleptic-0.3.1-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.whl 470.0 kB Without provenance CPython 3.13 CPython 3.13 Linux glibc 2.5+ x86-32 Details
bioleptic-0.3.1-cp313-cp313-macosx_11_0_arm64.whl 370.8 kB Without provenance CPython 3.13 CPython 3.13 macOS 11.0+ ARM64 Details
bioleptic-0.3.1-cp313-cp313-macosx_10_12_x86_64.whl 465.3 kB Without provenance CPython 3.13 CPython 3.13 macOS 10.12+ x86-64 Details
bioleptic-0.3.1-cp312-cp312-win_arm64.whl 261.6 kB Without provenance CPython 3.12 CPython 3.12 Windows ARM64 Details
bioleptic-0.3.1-cp312-cp312-win_amd64.whl 356.0 kB Without provenance CPython 3.12 CPython 3.12 Windows x86-64 Details
bioleptic-0.3.1-cp312-cp312-musllinux_1_2_x86_64.whl 719.2 kB Without provenance CPython 3.12 CPython 3.12 Linux musl 1.2+ x86-64 Details
bioleptic-0.3.1-cp312-cp312-musllinux_1_2_i686.whl 681.1 kB Without provenance CPython 3.12 CPython 3.12 Linux musl 1.2+ x86-32 Details
bioleptic-0.3.1-cp312-cp312-musllinux_1_2_armv7l.whl 673.2 kB Without provenance CPython 3.12 CPython 3.12 Linux musl 1.2+ ARMv7l Details
bioleptic-0.3.1-cp312-cp312-musllinux_1_2_aarch64.whl 585.2 kB Without provenance CPython 3.12 CPython 3.12 Linux musl 1.2+ ARM64 Details
bioleptic-0.3.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 513.2 kB Without provenance CPython 3.12 CPython 3.12 Linux glibc 2.17+ x86-64 Details
bioleptic-0.3.1-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl 438.7 kB Without provenance CPython 3.12 CPython 3.12 Linux glibc 2.17+ IBM System/390x Details
bioleptic-0.3.1-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 626.2 kB Without provenance CPython 3.12 CPython 3.12 Linux glibc 2.17+ PowerPC 64-le Details
bioleptic-0.3.1-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 398.4 kB Without provenance CPython 3.12 CPython 3.12 Linux glibc 2.17+ ARMv7l Details
bioleptic-0.3.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 408.7 kB Without provenance CPython 3.12 CPython 3.12 Linux glibc 2.17+ ARM64 Details
bioleptic-0.3.1-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl 469.8 kB Without provenance CPython 3.12 CPython 3.12 Linux glibc 2.5+ x86-32 Details
bioleptic-0.3.1-cp312-cp312-macosx_11_0_arm64.whl 370.7 kB Without provenance CPython 3.12 CPython 3.12 macOS 11.0+ ARM64 Details
bioleptic-0.3.1-cp312-cp312-macosx_10_12_x86_64.whl 465.4 kB Without provenance CPython 3.12 CPython 3.12 macOS 10.12+ x86-64 Details
bioleptic-0.3.1-cp311-cp311-win_amd64.whl 358.3 kB Without provenance CPython 3.11 CPython 3.11 Windows x86-64 Details
bioleptic-0.3.1-cp311-cp311-musllinux_1_2_x86_64.whl 723.3 kB Without provenance CPython 3.11 CPython 3.11 Linux musl 1.2+ x86-64 Details
bioleptic-0.3.1-cp311-cp311-musllinux_1_2_i686.whl 686.2 kB Without provenance CPython 3.11 CPython 3.11 Linux musl 1.2+ x86-32 Details
bioleptic-0.3.1-cp311-cp311-musllinux_1_2_armv7l.whl 677.1 kB Without provenance CPython 3.11 CPython 3.11 Linux musl 1.2+ ARMv7l Details
bioleptic-0.3.1-cp311-cp311-musllinux_1_2_aarch64.whl 589.2 kB Without provenance CPython 3.11 CPython 3.11 Linux musl 1.2+ ARM64 Details
bioleptic-0.3.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 516.4 kB Without provenance CPython 3.11 CPython 3.11 Linux glibc 2.17+ x86-64 Details
bioleptic-0.3.1-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl 442.5 kB Without provenance CPython 3.11 CPython 3.11 Linux glibc 2.17+ IBM System/390x Details
bioleptic-0.3.1-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 632.1 kB Without provenance CPython 3.11 CPython 3.11 Linux glibc 2.17+ PowerPC 64-le Details
bioleptic-0.3.1-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 402.5 kB Without provenance CPython 3.11 CPython 3.11 Linux glibc 2.17+ ARMv7l Details
bioleptic-0.3.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 412.1 kB Without provenance CPython 3.11 CPython 3.11 Linux glibc 2.17+ ARM64 Details
bioleptic-0.3.1-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl 473.9 kB Without provenance CPython 3.11 CPython 3.11 Linux glibc 2.5+ x86-32 Details
bioleptic-0.3.1-cp311-cp311-macosx_11_0_arm64.whl 377.1 kB Without provenance CPython 3.11 CPython 3.11 macOS 11.0+ ARM64 Details
bioleptic-0.3.1-cp311-cp311-macosx_10_12_x86_64.whl 467.2 kB Without provenance CPython 3.11 CPython 3.11 macOS 10.12+ x86-64 Details
bioleptic-0.3.1-cp310-cp310-win_amd64.whl 358.5 kB Without provenance CPython 3.10 CPython 3.10 Windows x86-64 Details
bioleptic-0.3.1-cp310-cp310-musllinux_1_2_x86_64.whl 724.0 kB Without provenance CPython 3.10 CPython 3.10 Linux musl 1.2+ x86-64 Details
bioleptic-0.3.1-cp310-cp310-musllinux_1_2_i686.whl 686.9 kB Without provenance CPython 3.10 CPython 3.10 Linux musl 1.2+ x86-32 Details
bioleptic-0.3.1-cp310-cp310-musllinux_1_2_armv7l.whl 677.7 kB Without provenance CPython 3.10 CPython 3.10 Linux musl 1.2+ ARMv7l Details
bioleptic-0.3.1-cp310-cp310-musllinux_1_2_aarch64.whl 589.9 kB Without provenance CPython 3.10 CPython 3.10 Linux musl 1.2+ ARM64 Details
bioleptic-0.3.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 517.0 kB Without provenance CPython 3.10 CPython 3.10 Linux glibc 2.17+ x86-64 Details
bioleptic-0.3.1-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl 442.8 kB Without provenance CPython 3.10 CPython 3.10 Linux glibc 2.17+ IBM System/390x Details
bioleptic-0.3.1-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 632.3 kB Without provenance CPython 3.10 CPython 3.10 Linux glibc 2.17+ PowerPC 64-le Details
bioleptic-0.3.1-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 402.8 kB Without provenance CPython 3.10 CPython 3.10 Linux glibc 2.17+ ARMv7l Details
bioleptic-0.3.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 412.9 kB Without provenance CPython 3.10 CPython 3.10 Linux glibc 2.17+ ARM64 Details
bioleptic-0.3.1-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl 474.2 kB Without provenance CPython 3.10 CPython 3.10 Linux glibc 2.5+ x86-32 Details
bioleptic-0.3.1-cp39-cp39-musllinux_1_2_x86_64.whl 727.4 kB Without provenance CPython 3.9 CPython 3.9 Linux musl 1.2+ x86-64 Details
bioleptic-0.3.1-cp39-cp39-musllinux_1_2_i686.whl 689.9 kB Without provenance CPython 3.9 CPython 3.9 Linux musl 1.2+ x86-32 Details
bioleptic-0.3.1-cp39-cp39-musllinux_1_2_armv7l.whl 680.8 kB Without provenance CPython 3.9 CPython 3.9 Linux musl 1.2+ ARMv7l Details
bioleptic-0.3.1-cp39-cp39-musllinux_1_2_aarch64.whl 593.1 kB Without provenance CPython 3.9 CPython 3.9 Linux musl 1.2+ ARM64 Details
bioleptic-0.3.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 519.1 kB Without provenance CPython 3.9 CPython 3.9 Linux glibc 2.17+ x86-64 Details
bioleptic-0.3.1-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl 447.0 kB Without provenance CPython 3.9 CPython 3.9 Linux glibc 2.17+ IBM System/390x Details
bioleptic-0.3.1-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 635.6 kB Without provenance CPython 3.9 CPython 3.9 Linux glibc 2.17+ PowerPC 64-le Details
bioleptic-0.3.1-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 405.4 kB Without provenance CPython 3.9 CPython 3.9 Linux glibc 2.17+ ARMv7l Details
bioleptic-0.3.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 416.3 kB Without provenance CPython 3.9 CPython 3.9 Linux glibc 2.17+ ARM64 Details
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Release files / bioleptic-0.3.1-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl

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Release files / bioleptic-0.3.1-cp39-cp39-musllinux_1_2_x86_64.whl

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Release files / bioleptic-0.3.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

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Release files / bioleptic-0.3.1-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

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