Skip to main content

Coverage Status Ruff DOI

mdeq: a tool for analysing mutation disequilibrium

A preprint is available here. Associated analyses are here.

Installation

$ pip install mdeq

Note accupy is an optional package for the most numerically accurate routines involving matrices (e.g. dot products). These routines are explicitly employed for computing the nabla related statistics and are used if this package is installed. Unfortunately it is not easily installed and (at the time of writing) is not under active development. Use the Docker container here to get an Ubuntu VM with this library, accupy and other useful dependencies.

The available commands

Usage: mdeq [OPTIONS] COMMAND [ARGS]...

  mdeq: mutation disequilibrium analysis tools.

Options:
  --version  Show the version and exit.
  --help     Show this message and exit.

Commands:
  tui              Open Textual TUI.
  prep             pre-process alignment data.
  make-adjacent    makes sqlitedb of adjacent alignment records.
  toe              test of existence of mutation equilibrium.
  teop             between branch equivalence of mutation process test
  aeop             between loci equivalence of mutation process test
  convergence      estimates convergence towards mutation equilibrium.
  make-controls    simulate negative and positive controls
  db-summary       displays summary information about a db
  extract-pvalues  extracts p-values from TOE sqlitedb results
  extract-nabla-c  extracts nabla-c from convergence sqlitedb results
  slide            generate window sized sub-alignments.

Metadata

Release files for mdeq 2026.49.24

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

Source distribution (sdist)

Source distribution for mdeq 2026.49.24
File Size Uploaded
mdeq-2026.49.24.tar.gz 26.7 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for mdeq 2026.49.24
File Interpreter ABI Platform
mdeq-2026.49.24-py3-none-any.whl Python 3 none any Details

Total release size: 59.3 kB

Release files / mdeq-2026.49.24.tar.gz

Download URL mdeq-2026.49.24.tar.gz
Size 26.7 kB
Tags Source
SHA-256 checksum
How to use checksums
93e2ca28baf43f006700f2d9a376a22b5d40a42f75d16d33417a9243793879a6
BLAKE2b-256 checksum
How to use checksums
daf14b2e7b5d157e1b034d350f8a56f51f7b01a8c649e2777cf9fedd1117df60
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 23, 2026.

Transparency log

Release files / mdeq-2026.49.24-py3-none-any.whl

Download URL mdeq-2026.49.24-py3-none-any.whl
Size 32.6 kB
Tags Python 3
SHA-256 checksum
How to use checksums
99f784491176cf2e81fc460532bffd2ff02d665307ad0da997020614a8cc2637
BLAKE2b-256 checksum
How to use checksums
3980518ae7b401e9c52a02bfa9762554ef4497cdf9b045f34f68ac170845b1e3
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 23, 2026.

Transparency log

Release history Release notifications | RSS feed

This release

2026.49.24 This release

2 release files

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page