pydustmasker
pydustmasker provides a unified Python interface to the SDUST1, Longdust2, and tantan3 algorithms for detecting and masking low-complexity regions and tandem repeats in nucleotide and protein sequences.
Documentation
The full documentation for pydustmasker, including installation instructions, theoretical background, and API reference, is available at https://apcamargo.github.io/pydustmasker.
Installation
Using pip:
pip install pydustmasker
Using pixi:
# Create a new Pixi workspace and navigate into the workspace directory
pixi init my_workspace && cd my_workspace
# Add Bioconda to the list of channels of your Pixi workspace
pixi workspace channel add bioconda
# Add pydustmasker to your Pixi workspace
pixi add pydustmasker
Usage
To identify and mask low-complexity regions in a nucleotide sequence, create an instance of a masker class and provide your sequence to it. A masker class implements a specific low-complexity detection algorithm and provides methods to retrieve the detected regions and to generate a masked version of the sequence. pydustmasker provides three such classes, corresponding to different detection algorithms: SDUST, Longdust, and tantan. These algorithms are implemented in three different classes: DustMasker, LongdustMasker, and TantanMasker.
>>> import pydustmasker
# Example nucleotide sequence
>>> seq = "CGTATATATATAGTATGCGTACTGGGGGGGCT"
# Create a DustMasker object to identify low-complexity regions with the SDUST algorithm
>>> masker = pydustmasker.DustMasker(seq)
# The len() function returns the number of low-complexity regions detected in the sequence
>>> len(masker)
1
# Get the number of bases within low-complexity regions and the intervals of these regions
>>> masker.n_masked_bases
7
>>> masker.intervals
((23, 30),)
# The masker object is iterable, yielding start and end positions of each low-complexity region
>>> for start, end in masker:
... print(f"{start}-{end}: {seq[start:end]}")
23-30: GGGGGGG
Masking low-complexity regions
You can generate a masked version of the sequence using the mask() method. By default, low-complexity regions are soft-masked by converting bases to lowercase. Setting the hard parameter to True enables hard-masking, in which affected bases are replaced with the ambiguous nucleotide N.
# The mask() method returns the sequence with low-complexity regions soft-masked
>>> masker.mask()
'CGTATATATATAGTATGCGTACTgggggggCT'
# Hard-masking can be enabled by setting the `hard` parameter to `True`
>>> masker.mask(hard=True)
'CGTATATATATAGTATGCGTACTNNNNNNNCT'
Tuning the detection of low-complexity regions
The identification of low-complexity regions can be tuned via algorithm-specific parameters. All of the provided masker classes provide multiple parameters, documented in the API reference, that enable control how low-complexity regions are determined. One shared parameter is score_threshold, which controls detection stringency: lowering this threshold results in more regions being classified as low-complexity, whereas increasing it restricts detection to the most clearly low-complexity regions.
# Setting `score_threshold` to 10 results in more low-complexity regions being detected
>>> masker = pydustmasker.DustMasker(seq, score_threshold=10)
>>> len(masker)
2
>>> masker.intervals
((2, 12), (23, 30))
>>> masker.mask()
'CGtatatatataGTATGCGTACTgggggggCT'
Identifying tandem repeats in protein sequences
Although the SDUST and Longdust are specifically designed for nucleotide sequences, tandem repeats in proteins can be identified using the tantan algorithm via the TantanMasker class.
# Example protein sequence with an imperfect tandem repeat
>>> prot_seq = "QAEMSTNPKPMSTNPKPMSTDPKPMSTNPKPMSTNPKPMSTNDEH"
# Set protein=True to identify tandem repeats in a protein sequence
>>> masker = pydustmasker.TantanMasker(prot_seq, protein=True)
# Get the intervals of the tandem repeats identified in the sequence
>>> masker.intervals
((9, 38),)
# Hard-mask the tandem repeats in the sequence with 'X' characters
>>> masker.mask(hard=True)
'QAEMSTNPKXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXEH'
In addition to masking, TantanMasker can determine tandem repeat units through the repeat_units() method.
Pass period to select candidates with a specific repeat period from the same
decoded repeat tracts.
# Each repeat unit is represented by a (unit, start, end, copy_number) tuple
>>> masker.repeat_units()
(('MSTNPKP', 3, 42, 5.571428571428571),)
>>> masker.repeat_units(period=7)
(('MSTNPKP', 3, 42, 5.571428571428571),)
Processing sequences in parallel
When working with large numbers of sequences, you can run pydustmasker in parallel to process multiple sequences at the same time. This can substantially reduce the total time needed to process all sequences.
The example below uses Biopython to parse a FASTA file containing multiple sequences, which are then processed in parallel using a pool of worker processes from the multiprocessing module. Each sequence record is submitted to the worker pool via imap and processed with LongdustMasker to identify low-complexity regions using the Longdust algorithm. The resulting intervals are written to the output file as they become available.
#!/usr/bin/env python
import multiprocessing.pool
from Bio import SeqIO
from Bio.SeqRecord import SeqRecord
import pydustmasker
INPUT_FILE = "sequences.fna"
OUTPUT_FILE = "lc_intervals.tsv"
Intervals = tuple[tuple[int, int], ...]
# The `process_record()` function encapsulates the computation performed on a
# single sequence record. A wrapper like this is necessary because process pools
# distribute work by invoking a single function for each item
def process_record(record: SeqRecord) -> tuple[str, Intervals]:
masker = pydustmasker.LongdustMasker(str(record.seq))
return record.id, masker.intervals
if __name__ == "__main__":
# A process pool is created using `multiprocessing.pool.Pool()`, which
# automatically manages a set of worker processes. If you are using a
# free-threaded version of Python, you can also use
# `multiprocessing.pool.ThreadPool()` to create a pool of threads instead
# of processes
with open(OUTPUT_FILE, "w") as f, multiprocessing.pool.Pool() as pool:
records = SeqIO.parse(INPUT_FILE, "fasta")
# `SeqIO.parse()` is used to lazily read sequence records from the input
# FASTA file, avoiding the need to load all sequences into memory at
# once. Each record is submitted to the process pool via `pool.imap()`,
# which returns an iterator that yields results in the order they were
# submitted
for name, intervals in pool.imap(process_record, records):
for start, end in intervals:
f.write(f"{name}\t{start}\t{end}\n")
References
-
Morgulis, Aleksandr, et al. A Fast and Symmetric Dust Implementation to Mask Low-Complexity DNA Sequences. Journal of Computational Biology, vol. 13, no. 5, June 2006, pp. 1028–40. https://doi.org/10.1089/cmb.2006.13.1028. ↩
-
Li, Heng, and Brian Li. Finding Low-Complexity DNA Sequences with Longdust. Bioinformatics, vol. 42, no. 3, Feb. 2026, p. btag112. https://doi.org/10.1093/bioinformatics/btag112. ↩
-
Frith, Martin C. A New Repeat-Masking Method Enables Specific Detection of Homologous Sequences. Nucleic Acids Research, vol. 39, no. 4, Mar. 2011, pp. e23–e23. https://doi.org/10.1093/nar/gkq1212. ↩
Metadata
Release files for pydustmasker 3.3.0
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Release files / pydustmasker-3.3.0-cp315-cp315-manylinux_2_5_i686.manylinux1_i686.whl
| Download URL | pydustmasker-3.3.0-cp315-cp315-manylinux_2_5_i686.manylinux1_i686.whl |
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| Size | 395.5 kB |
| Tags | CPython 3.15 Linux glibc 2.5+ x86-32 |
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Release files / pydustmasker-3.3.0-cp314-cp314t-musllinux_1_2_x86_64.whl
| Download URL | pydustmasker-3.3.0-cp314-cp314t-musllinux_1_2_x86_64.whl |
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| Size | 581.7 kB |
| Tags | CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ x86-64 |
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Release files / pydustmasker-3.3.0-cp314-cp314t-musllinux_1_2_i686.whl
| Download URL | pydustmasker-3.3.0-cp314-cp314t-musllinux_1_2_i686.whl |
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| Size | 610.1 kB |
| Tags | CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ x86-32 |
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Release files / pydustmasker-3.3.0-cp314-cp314t-musllinux_1_2_armv7l.whl
| Download URL | pydustmasker-3.3.0-cp314-cp314t-musllinux_1_2_armv7l.whl |
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| Size | 624.6 kB |
| Tags | CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ ARMv7l |
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Release files / pydustmasker-3.3.0-cp314-cp314t-musllinux_1_2_aarch64.whl
| Download URL | pydustmasker-3.3.0-cp314-cp314t-musllinux_1_2_aarch64.whl |
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| Size | 525.9 kB |
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No |
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Release files / pydustmasker-3.3.0-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | pydustmasker-3.3.0-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
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| Size | 375.8 kB |
| Tags | CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ x86-64 |
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No |
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Release files / pydustmasker-3.3.0-cp314-cp314t-manylinux_2_17_s390x.manylinux2014_s390x.whl
| Download URL | pydustmasker-3.3.0-cp314-cp314t-manylinux_2_17_s390x.manylinux2014_s390x.whl |
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| Size | 383.0 kB |
| Tags | CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ IBM System/390x |
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No |
| Uploaded via |
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Release files / pydustmasker-3.3.0-cp314-cp314t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
| Download URL | pydustmasker-3.3.0-cp314-cp314t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl |
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| Size | 475.4 kB |
| Tags | CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ PowerPC 64-le |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
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Release files / pydustmasker-3.3.0-cp314-cp314t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
| Download URL | pydustmasker-3.3.0-cp314-cp314t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl |
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| Size | 348.9 kB |
| Tags | CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ ARMv7l |
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Release files / pydustmasker-3.3.0-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | pydustmasker-3.3.0-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
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| Size | 349.5 kB |
| Tags | CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ ARM64 |
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No |
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Release files / pydustmasker-3.3.0-cp314-cp314t-manylinux_2_5_i686.manylinux1_i686.whl
| Download URL | pydustmasker-3.3.0-cp314-cp314t-manylinux_2_5_i686.manylinux1_i686.whl |
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| Size | 393.2 kB |
| Tags | CPython 3.14 CPython 3.14 free-threading Linux glibc 2.5+ x86-32 |
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No |
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Release files / pydustmasker-3.3.0-cp314-cp314-win_amd64.whl
| Download URL | pydustmasker-3.3.0-cp314-cp314-win_amd64.whl |
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| Size | 230.3 kB |
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Release files / pydustmasker-3.3.0-cp314-cp314-pyemscripten_2026_0_wasm32.whl
| Download URL | pydustmasker-3.3.0-cp314-cp314-pyemscripten_2026_0_wasm32.whl |
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| Size | 127.7 kB |
| Tags | CPython 3.14 PyEmscripten 2026.0+ WebAssembly |
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No |
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Release files / pydustmasker-3.3.0-cp314-cp314-musllinux_1_2_x86_64.whl
| Download URL | pydustmasker-3.3.0-cp314-cp314-musllinux_1_2_x86_64.whl |
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| Size | 582.3 kB |
| Tags | CPython 3.14 Linux musl 1.2+ x86-64 |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
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Release files / pydustmasker-3.3.0-cp314-cp314-musllinux_1_2_i686.whl
| Download URL | pydustmasker-3.3.0-cp314-cp314-musllinux_1_2_i686.whl |
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| Size | 611.3 kB |
| Tags | CPython 3.14 Linux musl 1.2+ x86-32 |
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SHA-256 checksum How to use checksums |
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No |
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Release files / pydustmasker-3.3.0-cp314-cp314-musllinux_1_2_armv7l.whl
| Download URL | pydustmasker-3.3.0-cp314-cp314-musllinux_1_2_armv7l.whl |
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| Size | 626.2 kB |
| Tags | CPython 3.14 Linux musl 1.2+ ARMv7l |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
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Release files / pydustmasker-3.3.0-cp314-cp314-musllinux_1_2_aarch64.whl
| Download URL | pydustmasker-3.3.0-cp314-cp314-musllinux_1_2_aarch64.whl |
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| Size | 527.0 kB |
| Tags | CPython 3.14 Linux musl 1.2+ ARM64 |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
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Release files / pydustmasker-3.3.0-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | pydustmasker-3.3.0-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
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| Size | 375.4 kB |
| Tags | CPython 3.14 Linux glibc 2.17+ x86-64 |
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SHA-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
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Release files / pydustmasker-3.3.0-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl
| Download URL | pydustmasker-3.3.0-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl |
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| Size | 384.6 kB |
| Tags | CPython 3.14 Linux glibc 2.17+ IBM System/390x |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
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Release files / pydustmasker-3.3.0-cp314-cp314-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
| Download URL | pydustmasker-3.3.0-cp314-cp314-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl |
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| Size | 476.3 kB |
| Tags | CPython 3.14 Linux glibc 2.17+ PowerPC 64-le |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
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Release files / pydustmasker-3.3.0-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
| Download URL | pydustmasker-3.3.0-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl |
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| Size | 350.0 kB |
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Release files / pydustmasker-3.3.0-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | pydustmasker-3.3.0-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
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| Size | 350.2 kB |
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Release files / pydustmasker-3.3.0-cp314-cp314-manylinux_2_5_i686.manylinux1_i686.whl
| Download URL | pydustmasker-3.3.0-cp314-cp314-manylinux_2_5_i686.manylinux1_i686.whl |
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| Size | 395.2 kB |
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Release files / pydustmasker-3.3.0-cp314-cp314-macosx_11_0_arm64.whl
| Download URL | pydustmasker-3.3.0-cp314-cp314-macosx_11_0_arm64.whl |
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| Size | 315.1 kB |
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Release files / pydustmasker-3.3.0-cp314-cp314-macosx_10_12_x86_64.whl
| Download URL | pydustmasker-3.3.0-cp314-cp314-macosx_10_12_x86_64.whl |
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| Size | 341.1 kB |
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Release files / pydustmasker-3.3.0-cp313-cp313-win_amd64.whl
| Download URL | pydustmasker-3.3.0-cp313-cp313-win_amd64.whl |
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| Size | 230.6 kB |
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Release files / pydustmasker-3.3.0-cp313-cp313-musllinux_1_2_x86_64.whl
| Download URL | pydustmasker-3.3.0-cp313-cp313-musllinux_1_2_x86_64.whl |
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| Size | 581.3 kB |
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Release files / pydustmasker-3.3.0-cp313-cp313-musllinux_1_2_i686.whl
| Download URL | pydustmasker-3.3.0-cp313-cp313-musllinux_1_2_i686.whl |
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| Size | 610.7 kB |
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No |
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Release files / pydustmasker-3.3.0-cp313-cp313-musllinux_1_2_armv7l.whl
| Download URL | pydustmasker-3.3.0-cp313-cp313-musllinux_1_2_armv7l.whl |
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| Size | 625.6 kB |
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No |
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Release files / pydustmasker-3.3.0-cp313-cp313-musllinux_1_2_aarch64.whl
| Download URL | pydustmasker-3.3.0-cp313-cp313-musllinux_1_2_aarch64.whl |
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| Size | 526.4 kB |
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No |
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Release files / pydustmasker-3.3.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | pydustmasker-3.3.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
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| Size | 374.0 kB |
| Tags | CPython 3.13 Linux glibc 2.17+ x86-64 |
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Release files / pydustmasker-3.3.0-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl
| Download URL | pydustmasker-3.3.0-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl |
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| Size | 383.3 kB |
| Tags | CPython 3.13 Linux glibc 2.17+ IBM System/390x |
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No |
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Release files / pydustmasker-3.3.0-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
| Download URL | pydustmasker-3.3.0-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl |
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| Size | 473.3 kB |
| Tags | CPython 3.13 Linux glibc 2.17+ PowerPC 64-le |
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No |
| Uploaded via |
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Release files / pydustmasker-3.3.0-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
| Download URL | pydustmasker-3.3.0-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl |
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| Size | 349.6 kB |
| Tags | CPython 3.13 Linux glibc 2.17+ ARMv7l |
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No |
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Release files / pydustmasker-3.3.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | pydustmasker-3.3.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
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| Size | 350.0 kB |
| Tags | CPython 3.13 Linux glibc 2.17+ ARM64 |
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SHA-256 checksum How to use checksums |
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No |
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Release files / pydustmasker-3.3.0-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.whl
| Download URL | pydustmasker-3.3.0-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.whl |
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| Size | 393.8 kB |
| Tags | CPython 3.13 Linux glibc 2.5+ x86-32 |
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SHA-256 checksum How to use checksums |
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Release files / pydustmasker-3.3.0-cp313-cp313-macosx_11_0_arm64.whl
| Download URL | pydustmasker-3.3.0-cp313-cp313-macosx_11_0_arm64.whl |
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| Size | 314.2 kB |
| Tags | CPython 3.13 macOS 11.0+ ARM64 |
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Release files / pydustmasker-3.3.0-cp313-cp313-macosx_10_12_x86_64.whl
| Download URL | pydustmasker-3.3.0-cp313-cp313-macosx_10_12_x86_64.whl |
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| Size | 339.8 kB |
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No |
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Release files / pydustmasker-3.3.0-cp312-cp312-win_amd64.whl
| Download URL | pydustmasker-3.3.0-cp312-cp312-win_amd64.whl |
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| Size | 230.8 kB |
| Tags | CPython 3.12 Windows x86-64 |
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SHA-256 checksum How to use checksums |
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Release files / pydustmasker-3.3.0-cp312-cp312-musllinux_1_2_x86_64.whl
| Download URL | pydustmasker-3.3.0-cp312-cp312-musllinux_1_2_x86_64.whl |
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| Size | 581.6 kB |
| Tags | CPython 3.12 Linux musl 1.2+ x86-64 |
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No |
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Release files / pydustmasker-3.3.0-cp312-cp312-musllinux_1_2_i686.whl
| Download URL | pydustmasker-3.3.0-cp312-cp312-musllinux_1_2_i686.whl |
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| Size | 609.8 kB |
| Tags | CPython 3.12 Linux musl 1.2+ x86-32 |
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Release files / pydustmasker-3.3.0-cp312-cp312-musllinux_1_2_armv7l.whl
| Download URL | pydustmasker-3.3.0-cp312-cp312-musllinux_1_2_armv7l.whl |
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Release files / pydustmasker-3.3.0-cp312-cp312-musllinux_1_2_aarch64.whl
| Download URL | pydustmasker-3.3.0-cp312-cp312-musllinux_1_2_aarch64.whl |
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| Size | 527.0 kB |
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Release files / pydustmasker-3.3.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
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| Size | 374.7 kB |
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Release files / pydustmasker-3.3.0-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl
| Download URL | pydustmasker-3.3.0-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl |
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| Size | 384.1 kB |
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Release files / pydustmasker-3.3.0-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
| Download URL | pydustmasker-3.3.0-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl |
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| Size | 473.8 kB |
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Release files / pydustmasker-3.3.0-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
| Download URL | pydustmasker-3.3.0-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl |
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| Size | 349.2 kB |
| Tags | CPython 3.12 Linux glibc 2.17+ ARMv7l |
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Release files / pydustmasker-3.3.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | pydustmasker-3.3.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
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| Size | 349.9 kB |
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Release files / pydustmasker-3.3.0-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl
| Download URL | pydustmasker-3.3.0-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl |
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| Size | 393.3 kB |
| Tags | CPython 3.12 Linux glibc 2.5+ x86-32 |
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Release files / pydustmasker-3.3.0-cp312-cp312-macosx_11_0_arm64.whl
| Download URL | pydustmasker-3.3.0-cp312-cp312-macosx_11_0_arm64.whl |
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| Size | 314.7 kB |
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Release files / pydustmasker-3.3.0-cp312-cp312-macosx_10_12_x86_64.whl
| Download URL | pydustmasker-3.3.0-cp312-cp312-macosx_10_12_x86_64.whl |
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| Size | 340.6 kB |
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Release files / pydustmasker-3.3.0-cp311-cp311-win_amd64.whl
| Download URL | pydustmasker-3.3.0-cp311-cp311-win_amd64.whl |
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| Size | 233.2 kB |
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Release files / pydustmasker-3.3.0-cp311-cp311-musllinux_1_2_x86_64.whl
| Download URL | pydustmasker-3.3.0-cp311-cp311-musllinux_1_2_x86_64.whl |
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| Size | 584.9 kB |
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Release files / pydustmasker-3.3.0-cp311-cp311-musllinux_1_2_i686.whl
| Download URL | pydustmasker-3.3.0-cp311-cp311-musllinux_1_2_i686.whl |
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| Size | 613.9 kB |
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Release files / pydustmasker-3.3.0-cp311-cp311-musllinux_1_2_armv7l.whl
| Download URL | pydustmasker-3.3.0-cp311-cp311-musllinux_1_2_armv7l.whl |
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| Size | 628.4 kB |
| Tags | CPython 3.11 Linux musl 1.2+ ARMv7l |
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Release files / pydustmasker-3.3.0-cp311-cp311-musllinux_1_2_aarch64.whl
| Download URL | pydustmasker-3.3.0-cp311-cp311-musllinux_1_2_aarch64.whl |
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| Size | 531.3 kB |
| Tags | CPython 3.11 Linux musl 1.2+ ARM64 |
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Release files / pydustmasker-3.3.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | pydustmasker-3.3.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
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| Size | 379.6 kB |
| Tags | CPython 3.11 Linux glibc 2.17+ x86-64 |
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SHA-256 checksum How to use checksums |
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No |
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Release files / pydustmasker-3.3.0-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl
| Download URL | pydustmasker-3.3.0-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl |
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| Size | 386.7 kB |
| Tags | CPython 3.11 Linux glibc 2.17+ IBM System/390x |
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SHA-256 checksum How to use checksums |
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Release files / pydustmasker-3.3.0-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
| Download URL | pydustmasker-3.3.0-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl |
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| Size | 480.6 kB |
| Tags | CPython 3.11 Linux glibc 2.17+ PowerPC 64-le |
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SHA-256 checksum How to use checksums |
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Release files / pydustmasker-3.3.0-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
| Download URL | pydustmasker-3.3.0-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl |
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| Size | 353.5 kB |
| Tags | CPython 3.11 Linux glibc 2.17+ ARMv7l |
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SHA-256 checksum How to use checksums |
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Release files / pydustmasker-3.3.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | pydustmasker-3.3.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
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| Size | 354.6 kB |
| Tags | CPython 3.11 Linux glibc 2.17+ ARM64 |
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Release files / pydustmasker-3.3.0-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl
| Download URL | pydustmasker-3.3.0-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl |
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| Size | 398.2 kB |
| Tags | CPython 3.11 Linux glibc 2.5+ x86-32 |
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No |
| Uploaded via |
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Release files / pydustmasker-3.3.0-cp311-cp311-macosx_11_0_arm64.whl
| Download URL | pydustmasker-3.3.0-cp311-cp311-macosx_11_0_arm64.whl |
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| Size | 318.4 kB |
| Tags | CPython 3.11 macOS 11.0+ ARM64 |
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| Uploaded via |
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Release files / pydustmasker-3.3.0-cp311-cp311-macosx_10_12_x86_64.whl
| Download URL | pydustmasker-3.3.0-cp311-cp311-macosx_10_12_x86_64.whl |
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| Size | 340.2 kB |
| Tags | CPython 3.11 macOS 10.12+ x86-64 |
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No |
| Uploaded via |
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Release files / pydustmasker-3.3.0-cp310-cp310-win_amd64.whl
| Download URL | pydustmasker-3.3.0-cp310-cp310-win_amd64.whl |
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| Size | 233.7 kB |
| Tags | CPython 3.10 Windows x86-64 |
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No |
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Release files / pydustmasker-3.3.0-cp310-cp310-musllinux_1_2_x86_64.whl
| Download URL | pydustmasker-3.3.0-cp310-cp310-musllinux_1_2_x86_64.whl |
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| Size | 585.2 kB |
| Tags | CPython 3.10 Linux musl 1.2+ x86-64 |
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No |
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Release files / pydustmasker-3.3.0-cp310-cp310-musllinux_1_2_i686.whl
| Download URL | pydustmasker-3.3.0-cp310-cp310-musllinux_1_2_i686.whl |
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| Size | 614.0 kB |
| Tags | CPython 3.10 Linux musl 1.2+ x86-32 |
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No |
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Release files / pydustmasker-3.3.0-cp310-cp310-musllinux_1_2_armv7l.whl
| Download URL | pydustmasker-3.3.0-cp310-cp310-musllinux_1_2_armv7l.whl |
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| Size | 628.6 kB |
| Tags | CPython 3.10 Linux musl 1.2+ ARMv7l |
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No |
| Uploaded via |
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Release files / pydustmasker-3.3.0-cp310-cp310-musllinux_1_2_aarch64.whl
| Download URL | pydustmasker-3.3.0-cp310-cp310-musllinux_1_2_aarch64.whl |
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| Size | 531.3 kB |
| Tags | CPython 3.10 Linux musl 1.2+ ARM64 |
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No |
| Uploaded via |
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Release files / pydustmasker-3.3.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | pydustmasker-3.3.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 379.5 kB |
| Tags | CPython 3.10 Linux glibc 2.17+ x86-64 |
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SHA-256 checksum How to use checksums |
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No |
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Release files / pydustmasker-3.3.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl
| Download URL | pydustmasker-3.3.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl |
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| Size | 386.2 kB |
| Tags | CPython 3.10 Linux glibc 2.17+ IBM System/390x |
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No |
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Release files / pydustmasker-3.3.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
| Download URL | pydustmasker-3.3.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl |
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| Size | 479.4 kB |
| Tags | CPython 3.10 Linux glibc 2.17+ PowerPC 64-le |
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No |
| Uploaded via |
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Release files / pydustmasker-3.3.0-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
| Download URL | pydustmasker-3.3.0-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl |
|---|---|
| Size | 353.9 kB |
| Tags | CPython 3.10 Linux glibc 2.17+ ARMv7l |
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Release files / pydustmasker-3.3.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | pydustmasker-3.3.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
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| Size | 355.0 kB |
| Tags | CPython 3.10 Linux glibc 2.17+ ARM64 |
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Release files / pydustmasker-3.3.0-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl
| Download URL | pydustmasker-3.3.0-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl |
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| Size | 398.3 kB |
| Tags | CPython 3.10 Linux glibc 2.5+ x86-32 |
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No |
| Uploaded via |
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