flopsearch

Python package providing an implementation of the FLOP causal discovery algorithm for linear additive noise models.

Installation

flopsearch can be installed via pip:

pip install flopsearch

Citing FLOP

If you use FLOP in your scientific work, please cite this paper:

@article{embracing2025,
  author  = {Marcel Wien{\"o}bst and Leonard Henckel and Sebastian Weichwald},
  title   = {{Embracing Discrete Search: A Reasonable Approach to Causal Structure Learning}},
  journal = {{arXiv preprint arXiv:2510.04970}},
  year    = {2025}
}

Example

A simple example run of the FLOP algorithm provided by flopsearch.

import flopsearch
import numpy as np
from scipy import linalg

p = 10
W = np.diag(np.ones(p - 1), 1)
X = np.random.randn(10000, p).dot(linalg.inv(np.eye(p) - W))
X_std = (X - np.mean(X, axis=0)) / np.std(X, axis=0)
flopsearch.flop(X_std, 2.0, restarts=50)

Input and Output

As input, FLOP takes the data matrix, the BIC penalty parameter (we recommend 2.0 as a default choice) and either a timeout (in seconds) or the number of ILS restarts to control how long the search runs.

The output of FLOP is a CPDAG encoded with an adjacency matrix whose entry in row i and column j is 1 in case of a directed edge from the i-th to the j-th variable and 2 in case of an undirected edge between those variables (in case of an undirected edge, the entry in row j and column i is also 2, that is each undirected edge induces two 2's in the matrix).

Metadata

Release files for flopsearch 0.3.0

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

Source distribution (sdist)

Source distribution for flopsearch 0.3.0
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Release files / flopsearch-0.3.0-cp314-cp314-manylinux_2_17_i686.manylinux2014_i686.whl

Download URL	flopsearch-0.3.0-cp314-cp314-manylinux_2_17_i686.manylinux2014_i686.whl
Size	371.2 kB
Tags	CPython 3.14 Linux glibc 2.17+ x86-32
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Release files / flopsearch-0.3.0-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Download URL	flopsearch-0.3.0-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Size	345.3 kB
Tags	CPython 3.14 Linux glibc 2.17+ ARMv7l
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Release files / flopsearch-0.3.0-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	flopsearch-0.3.0-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	349.3 kB
Tags	CPython 3.14 Linux glibc 2.17+ ARM64
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Release files / flopsearch-0.3.0-cp314-cp314-macosx_11_0_arm64.whl

Download URL	flopsearch-0.3.0-cp314-cp314-macosx_11_0_arm64.whl
Size	311.9 kB
Tags	CPython 3.14 macOS 11.0+ ARM64
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Release files / flopsearch-0.3.0-cp314-cp314-macosx_10_12_x86_64.whl

Download URL	flopsearch-0.3.0-cp314-cp314-macosx_10_12_x86_64.whl
Size	314.9 kB
Tags	CPython 3.14 macOS 10.12+ x86-64
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Release files / flopsearch-0.3.0-cp313-cp313t-musllinux_1_2_x86_64.whl

Download URL	flopsearch-0.3.0-cp313-cp313t-musllinux_1_2_x86_64.whl
Size	559.0 kB
Tags	CPython 3.13 CPython 3.13 free-threading Linux musl 1.2+ x86-64
SHA-256 checksum How to use checksums	`fd798c935ef17c2291cc61a22fc1fe30d2ded180d8c47d854b645c694d42f831`
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Release files / flopsearch-0.3.0-cp313-cp313t-musllinux_1_2_i686.whl

Download URL	flopsearch-0.3.0-cp313-cp313t-musllinux_1_2_i686.whl
Size	586.1 kB
Tags	CPython 3.13 CPython 3.13 free-threading Linux musl 1.2+ x86-32
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Release files / flopsearch-0.3.0-cp313-cp313t-musllinux_1_2_armv7l.whl

Download URL	flopsearch-0.3.0-cp313-cp313t-musllinux_1_2_armv7l.whl
Size	618.8 kB
Tags	CPython 3.13 CPython 3.13 free-threading Linux musl 1.2+ ARMv7l
SHA-256 checksum How to use checksums	`98a263dc6d4eb65ee8a0937efcab88f9e45e4148e4c63502bfb12fbd0b5fb7c4`
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Release files / flopsearch-0.3.0-cp313-cp313t-musllinux_1_2_aarch64.whl

Download URL	flopsearch-0.3.0-cp313-cp313t-musllinux_1_2_aarch64.whl
Size	524.4 kB
Tags	CPython 3.13 CPython 3.13 free-threading Linux musl 1.2+ ARM64
SHA-256 checksum How to use checksums	`d581f01a9b71edbab99dec377117e446b439acc6cc4fa27eef8554e80a66d352`
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Release files / flopsearch-0.3.0-cp313-cp313t-manylinux_2_17_s390x.manylinux2014_s390x.whl

Download URL	flopsearch-0.3.0-cp313-cp313t-manylinux_2_17_s390x.manylinux2014_s390x.whl
Size	379.3 kB
Tags	CPython 3.13 CPython 3.13 free-threading Linux glibc 2.17+ IBM System/390x
SHA-256 checksum How to use checksums	`522a604aa6482c3f43433d61c4817e1e4264b0185c587ff5bb88886e55b26b87`
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Release files / flopsearch-0.3.0-cp313-cp313t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

Download URL	flopsearch-0.3.0-cp313-cp313t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Size	495.9 kB
Tags	CPython 3.13 CPython 3.13 free-threading Linux glibc 2.17+ PowerPC 64-le
SHA-256 checksum How to use checksums	`0cf1d2ab1272ca3d14a97bd974338af51df0b61170376f6d27e34215dd075682`
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Release files / flopsearch-0.3.0-cp313-cp313t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Download URL	flopsearch-0.3.0-cp313-cp313t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Size	344.1 kB
Tags	CPython 3.13 CPython 3.13 free-threading Linux glibc 2.17+ ARMv7l
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Release files / flopsearch-0.3.0-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	flopsearch-0.3.0-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	348.1 kB
Tags	CPython 3.13 CPython 3.13 free-threading Linux glibc 2.17+ ARM64
SHA-256 checksum How to use checksums	`03b987653323a3a74daeaade4ec58d3505a3cd816c9524d01c47608d2d8d290c`
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Release files / flopsearch-0.3.0-cp313-cp313-win_amd64.whl

Download URL	flopsearch-0.3.0-cp313-cp313-win_amd64.whl
Size	190.1 kB
Tags	CPython 3.13 Windows x86-64
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Release files / flopsearch-0.3.0-cp313-cp313-musllinux_1_2_x86_64.whl

Download URL	flopsearch-0.3.0-cp313-cp313-musllinux_1_2_x86_64.whl
Size	559.4 kB
Tags	CPython 3.13 Linux musl 1.2+ x86-64
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Release files / flopsearch-0.3.0-cp313-cp313-musllinux_1_2_i686.whl

Download URL	flopsearch-0.3.0-cp313-cp313-musllinux_1_2_i686.whl
Size	586.4 kB
Tags	CPython 3.13 Linux musl 1.2+ x86-32
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Release files / flopsearch-0.3.0-cp313-cp313-musllinux_1_2_armv7l.whl

Download URL	flopsearch-0.3.0-cp313-cp313-musllinux_1_2_armv7l.whl
Size	620.3 kB
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Release files / flopsearch-0.3.0-cp313-cp313-musllinux_1_2_aarch64.whl

Download URL	flopsearch-0.3.0-cp313-cp313-musllinux_1_2_aarch64.whl
Size	524.9 kB
Tags	CPython 3.13 Linux musl 1.2+ ARM64
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Release files / flopsearch-0.3.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	flopsearch-0.3.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	357.3 kB
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Release files / flopsearch-0.3.0-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl

Download URL	flopsearch-0.3.0-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl
Size	380.4 kB
Tags	CPython 3.13 Linux glibc 2.17+ IBM System/390x
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Release files / flopsearch-0.3.0-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

Download URL	flopsearch-0.3.0-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Size	500.0 kB
Tags	CPython 3.13 Linux glibc 2.17+ PowerPC 64-le
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Release files / flopsearch-0.3.0-cp313-cp313-manylinux_2_17_i686.manylinux2014_i686.whl

Download URL	flopsearch-0.3.0-cp313-cp313-manylinux_2_17_i686.manylinux2014_i686.whl
Size	371.2 kB
Tags	CPython 3.13 Linux glibc 2.17+ x86-32
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Release files / flopsearch-0.3.0-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Download URL	flopsearch-0.3.0-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Size	345.7 kB
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Release files / flopsearch-0.3.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	flopsearch-0.3.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	348.9 kB
Tags	CPython 3.13 Linux glibc 2.17+ ARM64
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Release files / flopsearch-0.3.0-cp313-cp313-macosx_11_0_arm64.whl

Download URL	flopsearch-0.3.0-cp313-cp313-macosx_11_0_arm64.whl
Size	311.8 kB
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Uploaded via	`maturin/1.12.4`

Release files / flopsearch-0.3.0-cp313-cp313-macosx_10_12_x86_64.whl

Download URL	flopsearch-0.3.0-cp313-cp313-macosx_10_12_x86_64.whl
Size	314.7 kB
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Upload date	Feb 27, 2026
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Uploaded via	`maturin/1.12.4`

Release files / flopsearch-0.3.0-cp312-cp312-win_amd64.whl

Download URL	flopsearch-0.3.0-cp312-cp312-win_amd64.whl
Size	190.0 kB
Tags	CPython 3.12 Windows x86-64
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Upload date	Feb 27, 2026
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Uploaded via	`maturin/1.12.4`

Release files / flopsearch-0.3.0-cp312-cp312-musllinux_1_2_x86_64.whl

Download URL	flopsearch-0.3.0-cp312-cp312-musllinux_1_2_x86_64.whl
Size	559.4 kB
Tags	CPython 3.12 Linux musl 1.2+ x86-64
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Uploaded via	`maturin/1.12.4`

Release files / flopsearch-0.3.0-cp312-cp312-musllinux_1_2_i686.whl

Download URL	flopsearch-0.3.0-cp312-cp312-musllinux_1_2_i686.whl
Size	586.8 kB
Tags	CPython 3.12 Linux musl 1.2+ x86-32
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Upload date	Feb 27, 2026
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Uploaded via	`maturin/1.12.4`

Release files / flopsearch-0.3.0-cp312-cp312-musllinux_1_2_armv7l.whl

Download URL	flopsearch-0.3.0-cp312-cp312-musllinux_1_2_armv7l.whl
Size	620.0 kB
Tags	CPython 3.12 Linux musl 1.2+ ARMv7l
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Upload date	Feb 27, 2026
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Uploaded via	`maturin/1.12.4`

Release files / flopsearch-0.3.0-cp312-cp312-musllinux_1_2_aarch64.whl

Download URL	flopsearch-0.3.0-cp312-cp312-musllinux_1_2_aarch64.whl
Size	524.9 kB
Tags	CPython 3.12 Linux musl 1.2+ ARM64
SHA-256 checksum How to use checksums	`08819511a963a6c8a728385ddd5b679cea388ed087cf14db467817abd1c2229a`
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Upload date	Feb 27, 2026
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Release files / flopsearch-0.3.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	flopsearch-0.3.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	357.4 kB
Tags	CPython 3.12 Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`410ce6862b69c4d1f98fb77d6d9dd76afb7fce4cfa1a416c2aa5e488bbc478be`
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Release files / flopsearch-0.3.0-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl

Download URL	flopsearch-0.3.0-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl
Size	380.3 kB
Tags	CPython 3.12 Linux glibc 2.17+ IBM System/390x
SHA-256 checksum How to use checksums	`4398518d75a73e3bfac311c5a9398a55e9842bb8b5d0ce69b4233cbc386f392b`
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Release files / flopsearch-0.3.0-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

Download URL	flopsearch-0.3.0-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Size	499.8 kB
Tags	CPython 3.12 Linux glibc 2.17+ PowerPC 64-le
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Release files / flopsearch-0.3.0-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl

Download URL	flopsearch-0.3.0-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl
Size	371.5 kB
Tags	CPython 3.12 Linux glibc 2.17+ x86-32
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Release files / flopsearch-0.3.0-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Download URL	flopsearch-0.3.0-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Size	345.3 kB
Tags	CPython 3.12 Linux glibc 2.17+ ARMv7l
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Release files / flopsearch-0.3.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	flopsearch-0.3.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	349.1 kB
Tags	CPython 3.12 Linux glibc 2.17+ ARM64
SHA-256 checksum How to use checksums	`8736031dd555ba63a4b0c17916be7f940305fc1dc494997b98aee50d0342c89f`
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Release files / flopsearch-0.3.0-cp312-cp312-macosx_11_0_arm64.whl

Download URL	flopsearch-0.3.0-cp312-cp312-macosx_11_0_arm64.whl
Size	311.9 kB
Tags	CPython 3.12 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`b393dbbfb9b34059e60a67f4646f90faa809fe9c8b833247c73f7ddb88ff9ba5`
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Release files / flopsearch-0.3.0-cp312-cp312-macosx_10_12_x86_64.whl

Download URL	flopsearch-0.3.0-cp312-cp312-macosx_10_12_x86_64.whl
Size	314.8 kB
Tags	CPython 3.12 macOS 10.12+ x86-64
SHA-256 checksum How to use checksums	`99d7ce35ba7b1ba526e59fd5ddb643270fc6c48b3dbe57752f618d076bd1595b`
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Release files / flopsearch-0.3.0-cp311-cp311-win_amd64.whl

Download URL	flopsearch-0.3.0-cp311-cp311-win_amd64.whl
Size	191.7 kB
Tags	CPython 3.11 Windows x86-64
SHA-256 checksum How to use checksums	`e3c65ad2f518b86f844a92879918ec5348dfd679ceb07124389ec7982cd3f3eb`
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Release files / flopsearch-0.3.0-cp311-cp311-musllinux_1_2_x86_64.whl

Download URL	flopsearch-0.3.0-cp311-cp311-musllinux_1_2_x86_64.whl
Size	562.2 kB
Tags	CPython 3.11 Linux musl 1.2+ x86-64
SHA-256 checksum How to use checksums	`c5e41de1eb12e486b023cd3a096c46ca98b453c8b440d07b6fbf8398dfc0b8cd`
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Release files / flopsearch-0.3.0-cp311-cp311-musllinux_1_2_i686.whl

Download URL	flopsearch-0.3.0-cp311-cp311-musllinux_1_2_i686.whl
Size	589.6 kB
Tags	CPython 3.11 Linux musl 1.2+ x86-32
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Release files / flopsearch-0.3.0-cp311-cp311-musllinux_1_2_armv7l.whl

Download URL	flopsearch-0.3.0-cp311-cp311-musllinux_1_2_armv7l.whl
Size	622.2 kB
Tags	CPython 3.11 Linux musl 1.2+ ARMv7l
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Release files / flopsearch-0.3.0-cp311-cp311-musllinux_1_2_aarch64.whl

Download URL	flopsearch-0.3.0-cp311-cp311-musllinux_1_2_aarch64.whl
Size	526.8 kB
Tags	CPython 3.11 Linux musl 1.2+ ARM64
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Release files / flopsearch-0.3.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	flopsearch-0.3.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	360.3 kB
Tags	CPython 3.11 Linux glibc 2.17+ x86-64
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Release files / flopsearch-0.3.0-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl

Download URL	flopsearch-0.3.0-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl
Size	382.4 kB
Tags	CPython 3.11 Linux glibc 2.17+ IBM System/390x
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Release files / flopsearch-0.3.0-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

Download URL	flopsearch-0.3.0-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Size	503.2 kB
Tags	CPython 3.11 Linux glibc 2.17+ PowerPC 64-le
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Release files / flopsearch-0.3.0-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl

Download URL	flopsearch-0.3.0-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl
Size	375.1 kB
Tags	CPython 3.11 Linux glibc 2.17+ x86-32
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Release files / flopsearch-0.3.0-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Download URL	flopsearch-0.3.0-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Size	347.8 kB
Tags	CPython 3.11 Linux glibc 2.17+ ARMv7l
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Release files / flopsearch-0.3.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	flopsearch-0.3.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	352.2 kB
Tags	CPython 3.11 Linux glibc 2.17+ ARM64
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Release files / flopsearch-0.3.0-cp311-cp311-macosx_11_0_arm64.whl

Download URL	flopsearch-0.3.0-cp311-cp311-macosx_11_0_arm64.whl
Size	313.9 kB
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Release files / flopsearch-0.3.0-cp311-cp311-macosx_10_12_x86_64.whl

Download URL	flopsearch-0.3.0-cp311-cp311-macosx_10_12_x86_64.whl
Size	316.8 kB
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Release files / flopsearch-0.3.0-cp310-cp310-win_amd64.whl

Download URL	flopsearch-0.3.0-cp310-cp310-win_amd64.whl
Size	191.7 kB
Tags	CPython 3.10 Windows x86-64
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Release files / flopsearch-0.3.0-cp310-cp310-musllinux_1_2_x86_64.whl

Download URL	flopsearch-0.3.0-cp310-cp310-musllinux_1_2_x86_64.whl
Size	562.4 kB
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Uploaded via	`maturin/1.12.4`

Release files / flopsearch-0.3.0-cp310-cp310-musllinux_1_2_i686.whl

Download URL	flopsearch-0.3.0-cp310-cp310-musllinux_1_2_i686.whl
Size	589.8 kB
Tags	CPython 3.10 Linux musl 1.2+ x86-32
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Release files / flopsearch-0.3.0-cp310-cp310-musllinux_1_2_armv7l.whl

Download URL	flopsearch-0.3.0-cp310-cp310-musllinux_1_2_armv7l.whl
Size	622.2 kB
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Release files / flopsearch-0.3.0-cp310-cp310-musllinux_1_2_aarch64.whl

Download URL	flopsearch-0.3.0-cp310-cp310-musllinux_1_2_aarch64.whl
Size	527.0 kB
Tags	CPython 3.10 Linux musl 1.2+ ARM64
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Release files / flopsearch-0.3.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	flopsearch-0.3.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	360.6 kB
Tags	CPython 3.10 Linux glibc 2.17+ x86-64
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Uploaded via	`maturin/1.12.4`

Release files / flopsearch-0.3.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl

Download URL	flopsearch-0.3.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl
Size	382.6 kB
Tags	CPython 3.10 Linux glibc 2.17+ IBM System/390x
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Release files / flopsearch-0.3.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

Download URL	flopsearch-0.3.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Size	502.6 kB
Tags	CPython 3.10 Linux glibc 2.17+ PowerPC 64-le
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Release files / flopsearch-0.3.0-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl

Download URL	flopsearch-0.3.0-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl
Size	375.2 kB
Tags	CPython 3.10 Linux glibc 2.17+ x86-32
SHA-256 checksum How to use checksums	`af736341d98e08c49a3fe90f5cd1f2f46d584ce9402cfef30549292548ba5aa6`
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Uploaded via	`maturin/1.12.4`

Release files / flopsearch-0.3.0-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Download URL	flopsearch-0.3.0-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Size	348.0 kB
Tags	CPython 3.10 Linux glibc 2.17+ ARMv7l
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Upload date	Feb 27, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`maturin/1.12.4`

Release files / flopsearch-0.3.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	flopsearch-0.3.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	352.2 kB
Tags	CPython 3.10 Linux glibc 2.17+ ARM64
SHA-256 checksum How to use checksums	`6588be48a0faddf4f8872c151955d7e82fb186dc4c2a00bdd5ff6b6fb877d31d`
BLAKE2b-256 checksum How to use checksums	`2ec169927128fb756d6e7e7b99bddc1fb4cb871e32eaca99dca797438e118e70`
Upload date	Feb 27, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`maturin/1.12.4`

Release files / flopsearch-0.3.0-cp39-cp39-musllinux_1_2_x86_64.whl

Download URL	flopsearch-0.3.0-cp39-cp39-musllinux_1_2_x86_64.whl
Size	562.4 kB
Tags	CPython 3.9 Linux musl 1.2+ x86-64
SHA-256 checksum How to use checksums	`5166b22aacf0f245003dbed81c07f67a36a66d782b2be8de8e9521798e8b0807`
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Upload date	Feb 27, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`maturin/1.12.4`

Release files / flopsearch-0.3.0-cp39-cp39-musllinux_1_2_i686.whl

Download URL	flopsearch-0.3.0-cp39-cp39-musllinux_1_2_i686.whl
Size	590.0 kB
Tags	CPython 3.9 Linux musl 1.2+ x86-32
SHA-256 checksum How to use checksums	`e3034193a0a5c512a2c344b2ae5357d8d9b1b04acac2206ec3b74396c1ac01c1`
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Upload date	Feb 27, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`maturin/1.12.4`

Release files / flopsearch-0.3.0-cp39-cp39-musllinux_1_2_armv7l.whl

Download URL	flopsearch-0.3.0-cp39-cp39-musllinux_1_2_armv7l.whl
Size	622.5 kB
Tags	CPython 3.9 Linux musl 1.2+ ARMv7l
SHA-256 checksum How to use checksums	`ec7dd631bc82be0ed9efd49f32f96063eaaf977900979562e1ce89f51246ac19`
BLAKE2b-256 checksum How to use checksums	`6e9ba0dae56693437371cac4fc883cc8664a812f6318aca1d583b2b73673bbcc`
Upload date	Feb 27, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`maturin/1.12.4`

Release files / flopsearch-0.3.0-cp39-cp39-musllinux_1_2_aarch64.whl

Download URL	flopsearch-0.3.0-cp39-cp39-musllinux_1_2_aarch64.whl
Size	528.1 kB
Tags	CPython 3.9 Linux musl 1.2+ ARM64
SHA-256 checksum How to use checksums	`0eeb91f98423f2ee171040f7e575016d2aa503f613065cd641a1c12051e59447`
BLAKE2b-256 checksum How to use checksums	`39fdc7fdded181d6cc12be49972972f3dd33d8cf5b20a12e3e8220e0aac4562d`
Upload date	Feb 27, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`maturin/1.12.4`

Release files / flopsearch-0.3.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	flopsearch-0.3.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	361.5 kB
Tags	CPython 3.9 Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`f148ef971c22d7d714204a767d23923cccd969a7442a3e3aec4346a5d19f4a9b`
BLAKE2b-256 checksum How to use checksums	`2f2e6084c2cce21ff5d0c667e54a818c7d9b1d23d496c9493e97c064327942b1`
Upload date	Feb 27, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`maturin/1.12.4`

Release files / flopsearch-0.3.0-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl

Download URL	flopsearch-0.3.0-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl
Size	382.7 kB
Tags	CPython 3.9 Linux glibc 2.17+ IBM System/390x
SHA-256 checksum How to use checksums	`e1bef55dc3a39047877f557e4b09d479b75f9a400fd9162e2b60a4c8664186eb`
BLAKE2b-256 checksum How to use checksums	`03bb544e7a0ac64ec2c74489891411b41b0d02e851d9c493a23dcd639b9fe58a`
Upload date	Feb 27, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`maturin/1.12.4`

Release files / flopsearch-0.3.0-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

Download URL	flopsearch-0.3.0-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Size	503.8 kB
Tags	CPython 3.9 Linux glibc 2.17+ PowerPC 64-le
SHA-256 checksum How to use checksums	`7b2facd89003b880d1e69c3fe3e99679108d7e6de9c07e4f180810deb1dec973`
BLAKE2b-256 checksum How to use checksums	`65f0b03752a2f5abf9e0e1de79800adb1e59e7543c871abd68be8d2c0ad54751`
Upload date	Feb 27, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`maturin/1.12.4`

Release files / flopsearch-0.3.0-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl

Download URL	flopsearch-0.3.0-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl
Size	375.4 kB
Tags	CPython 3.9 Linux glibc 2.17+ x86-32
SHA-256 checksum How to use checksums	`6d9e018a84aad184acdabc48c896b9c8df7d81c1f943d2d66336555ab25654ab`
BLAKE2b-256 checksum How to use checksums	`6645deb84efc74545098e7c6f025bcd0fcabc706be90e9d52944407204af125c`
Upload date	Feb 27, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`maturin/1.12.4`

Release files / flopsearch-0.3.0-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Download URL	flopsearch-0.3.0-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Size	348.3 kB
Tags	CPython 3.9 Linux glibc 2.17+ ARMv7l
SHA-256 checksum How to use checksums	`63b020cc46e637e94636a13793bcc9f36315758ecf330361eee9185bf620ba23`
BLAKE2b-256 checksum How to use checksums	`7e2776dffd90ff8996d5b8b58206b167ad8a186fd3740d139324c1b7db32abfe`
Upload date	Feb 27, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`maturin/1.12.4`

Release files / flopsearch-0.3.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	flopsearch-0.3.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	352.8 kB
Tags	CPython 3.9 Linux glibc 2.17+ ARM64
SHA-256 checksum How to use checksums	`f7ba075b71e491cfe52b98335a3611048ec7e83c03dd66122bd0cd990fd6d93b`
BLAKE2b-256 checksum How to use checksums	`6ea79f4af47d5c4880b6ba1cbae23a953b5d1328bf55184a4ea791af421ea1b2`
Upload date	Feb 27, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`maturin/1.12.4`

Release files / flopsearch-0.3.0-cp38-cp38-musllinux_1_2_x86_64.whl

Download URL	flopsearch-0.3.0-cp38-cp38-musllinux_1_2_x86_64.whl
Size	562.2 kB
Tags	CPython 3.8 Linux musl 1.2+ x86-64
SHA-256 checksum How to use checksums	`822b55090ad28b07867fa03fc6674cca284a7d8bdb5934165cac7197ddd22ccb`
BLAKE2b-256 checksum How to use checksums	`bd14231587da7a644e55d4a39ed125b2414dd6b49d3315215825abb315a9ab3d`
Upload date	Feb 27, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`maturin/1.12.4`

Release files / flopsearch-0.3.0-cp38-cp38-musllinux_1_2_i686.whl

Download URL	flopsearch-0.3.0-cp38-cp38-musllinux_1_2_i686.whl
Size	589.3 kB
Tags	CPython 3.8 Linux musl 1.2+ x86-32
SHA-256 checksum How to use checksums	`17b270ae064c10a316fdc01b5f15e5261a76d776155d672476d65f82626a9126`
BLAKE2b-256 checksum How to use checksums	`b4ba4d4d0bcbf95f2c745136ca64d36d1cddbb9c1ee4625fbc6f9df899f7e873`
Upload date	Feb 27, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`maturin/1.12.4`

Release files / flopsearch-0.3.0-cp38-cp38-musllinux_1_2_armv7l.whl

Download URL	flopsearch-0.3.0-cp38-cp38-musllinux_1_2_armv7l.whl
Size	622.3 kB
Tags	CPython 3.8 Linux musl 1.2+ ARMv7l
SHA-256 checksum How to use checksums	`9914ef3019c44527b4976a796cd9be778085f55e2ac51b2d601e4b6ecfe3ca97`
BLAKE2b-256 checksum How to use checksums	`0329303c12a8106486c611ceddb5a4b33d7129df1e7ce7d151bf62ff98e5417d`
Upload date	Feb 27, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`maturin/1.12.4`

Release files / flopsearch-0.3.0-cp38-cp38-musllinux_1_2_aarch64.whl

Download URL	flopsearch-0.3.0-cp38-cp38-musllinux_1_2_aarch64.whl
Size	527.2 kB
Tags	CPython 3.8 Linux musl 1.2+ ARM64
SHA-256 checksum How to use checksums	`a18a39405e98bcdd60b816235ab6ab67c3cd02329958f9b9ab975d549d8b601c`
BLAKE2b-256 checksum How to use checksums	`219ad15bb5222a26a33afb2343f91f74c5a34d40e33d3001aefdfc343d8ec0f7`
Upload date	Feb 27, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`maturin/1.12.4`

Release files / flopsearch-0.3.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	flopsearch-0.3.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	360.9 kB
Tags	CPython 3.8 Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`d835939a49176054a914367e2cdda8c1e629da36200d9503048191600d011561`
BLAKE2b-256 checksum How to use checksums	`5b6ed6a7ad402bd6f4d5ad145361f7480d3aa9a26161c78ec2b48c311bd6a731`
Upload date	Feb 27, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`maturin/1.12.4`

Release files / flopsearch-0.3.0-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl

Download URL	flopsearch-0.3.0-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl
Size	382.4 kB
Tags	CPython 3.8 Linux glibc 2.17+ IBM System/390x
SHA-256 checksum How to use checksums	`e46a05f35b526d7108f4ea7d33ebab678debe501cbb84f77161f9e4dddf0ac51`
BLAKE2b-256 checksum How to use checksums	`11fd36d0142fe4a7f8f653185afd6d37aad26b97e84808d19214e2318c97d536`
Upload date	Feb 27, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`maturin/1.12.4`

Release files / flopsearch-0.3.0-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

Download URL	flopsearch-0.3.0-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Size	499.5 kB
Tags	CPython 3.8 Linux glibc 2.17+ PowerPC 64-le
SHA-256 checksum How to use checksums	`09d9c42ee98d6abd1878c2b055df2e86dfd14952255076b0173a3148451b0023`
BLAKE2b-256 checksum How to use checksums	`c5cacbaf0e4b0aea096d563ba72c72544a12954c9a55e7301bca56e260b4ae89`
Upload date	Feb 27, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`maturin/1.12.4`

Release files / flopsearch-0.3.0-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl

Download URL	flopsearch-0.3.0-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl
Size	374.7 kB
Tags	CPython 3.8 Linux glibc 2.17+ x86-32
SHA-256 checksum How to use checksums	`dac44c094f5d14910a53753c1650fd6bb3015ddba29e85a7fb4a2949fd2c323c`
BLAKE2b-256 checksum How to use checksums	`3629160bec2a6b811b1e3f98ac290a62a83b5190e66af170a910c745f380c2ea`
Upload date	Feb 27, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`maturin/1.12.4`

Release files / flopsearch-0.3.0-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Download URL	flopsearch-0.3.0-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Size	347.8 kB
Tags	CPython 3.8 Linux glibc 2.17+ ARMv7l
SHA-256 checksum How to use checksums	`a7b79fd26ba601674d4af0e84fbd450c160e217923aad16a46eb072d347266f4`
BLAKE2b-256 checksum How to use checksums	`4f1e5415cfc32a33bf32a62f3fde59e632594561a7c0a73510ec1febccaa6515`
Upload date	Feb 27, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`maturin/1.12.4`

Release files / flopsearch-0.3.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	flopsearch-0.3.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	352.2 kB
Tags	CPython 3.8 Linux glibc 2.17+ ARM64
SHA-256 checksum How to use checksums	`e627bd2472595a38833ddbf2b274c6c65cb5b782fa747c1b6c3d784e933e0973`
BLAKE2b-256 checksum How to use checksums	`e8ab9e143abffdb3fa606fd95dec62d5b397aca0085fa39cfedc3534d169954c`
Upload date	Feb 27, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`maturin/1.12.4`

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This release

0.3.0 This release

Feb 27, 2026 111 release files No provenance

flopsearch 0.3.0