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pyOpenSci Current Review Status

Last updated: 11 August 2026

Current Open Reviews

28

Open Presubmissions

11

Seeking Editors

5

Seeking Reviewers

2

Packages Seeking an Editor
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β“˜Name Description Days Open Date Opened Last Comment Last User to Comment Issue Categories eic
PyCFASTPython interface for building, running, and analyzing [CFAST](https://pages.nist.gov/cfast/) fire simulation models602026-06-122026-07-14bewygs318['scientific-software-wrapper']kysolvik
EpisiaOpen-source epidemiology and biostatistics library for Python, with validated measures, compartmental models, DHIS2 integration, and automated reporting.622026-06-092026-07-28ArielShadrac317['data-processing-munging', 'data-visualization', 'scientific-software-wrapper']kysolvik
wikipediaGATNwikipediaGATN scrapes Wikipedia airport pages to assemble the Global Air Transportation Networks (GATN)1032026-04-302026-07-08kysolvik300['data-retrieval', 'data-extraction', 'data-processing-munging', 'data-deposition', 'workflow-automation']kysolvik
rgpycrumbsA dispatcher-managed analytical engine for computational chemistry -- kernel-based surface fitting, structural analysis, and reactive path projection.1692026-02-232026-03-01HaoZeke286['data-processing-munging', 'data-visualization', 'workflow-automation', 'scientific-software-wrapper']kysolvik
phasecurvefitNaN1722026-02-202026-05-12nstarman285['data-processing-munging']crhea93
Packages Seeking Reviewers
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β“˜Name Description Days Open Date Opened Last Comment Last User to Comment Issue Categories eic
dsigmaa user-friendly galaxy–galaxy lensing package782026-05-252026-07-09crhea93312['data-processing-munging']kysolvik
LSAPyPackage to help and ease Land Suitability Analysis (LSA) workflow.3482025-08-282026-08-04akritaag261['data-processing-munging']crhea93
New Submissions
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β“˜Name Description Days Open Date Opened Last Comment Last User to Comment Issue Categories eic
research-timelineCLI tool to track, validate, and export the research process β€” from first AI interaction to submission β€” as a typed, versioned, schema-validated JSON timeline12026-08-102026-08-11lwasser338['data-validation-testing', 'workflow-automation']TBD
Open Presubmission Inquiries
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β“˜Unnamed: 0 Name submitting_author editor eic Date Opened Date Closed date_accepted labels Issue Description Categories status Last Comment Last User to Comment days_open
0workflow-canvasddpoeNaNTBD2026-07-17NaTNaN['presubmission']334Reproducible scientific pipelines with typed method contracts, content-addressed caching, run lineage, and a visual builder β€” compiled to Snakemake for execution.['workflow-automation']presubmissionNaTNaN25
1TSGapferuzoripovNaNTBD2026-07-15NaTNaN['presubmission']333A Python package for simulating realistic missingness mechanisms and temporal patterns in time-series data for imputation benchmarking.['data-processing-munging', 'data-validation-testing', 'workflow-automation']presubmissionNaTNaN27
2nzachapyDblvcksheepNaNTBD2026-07-04NaTNaN['presubmission']332Returns chunks or element of data relevant to provided query['data-retrieval', 'data-processing-munging']presubmissionNaTNaN38
3markinpgithub_handleNaNTBD2026-07-03NaTNaN['presubmission']331markinp β€” read, validate, and build Program MARK encounter-history (`.inp`) files.['data-processing-munging', 'data-validation-testing', 'workflow-automation', 'scientific-software-wrapper']presubmissionNaTNaN39
6confusion-mapperManik-MauryaTBDTBD2026-06-29NaTmissing['presubmission', '5/awaiting-reviewer-response']324Human-AI hybrid inter-rater reliability tool for cognitive error taxonomy classification in multiple-choice question distractors.['education']presubmission2026-07-13crhea9343
7graph-hypothesisNikolaTesla-007NaNTBD2026-06-06NaTNaN['presubmission', 'βŒ› pending-maintainer-response']315Permutation-based hypothesis testing of structural patterns between node types in undirected, unweighted networks.['data-validation-testing']presubmission2026-06-26kysolvik66
8NOAA-Specbalajikesavan90NaNkysolvik2026-05-31NaTNaN['presubmission', 'βŒ› pending-maintainer-response']313Deterministic canonical cleaning and validation of NOAA ISD / Global Hourly station observations.NaNpresubmission2026-07-18balajikesavan9072
16pygulp - https://pypi.org/project/pygulp/DrRoomaniNaNTBD2026-02-04NaTNaN['presubmission', 'βŒ› pending-maintainer-response']281PyGuLP: A Python package for Weighted Goal Linear Programming['workflow-automation']presubmission2026-03-12DrRoomani188
21PyPSA-China-PIKirr-githubNaNTBD2025-12-05NaTNaN['presubmission', 'on-hold', 'presubmission-needs-improvements']274Open-source model of the Chinese energy sector['data-retrieval', 'data-processing-munging']presubmission2025-12-06coatless249
22pyMARSedithatogoNaNNaN2025-11-03NaTNaN['presubmission', 'presubmission-needs-improvements']271Pure Python Implementation of Multivariate Adaptive Regression Splines (MARS)['data-processing-munging', 'data-visualization']presubmission2025-12-06coatless281
30ZinkdeepanwadhwaNaNcoatless2025-03-26NaTNaN['presubmission', 'presubmission-needs-improvements']236Anonymize any type of entities in text data.['data-processing-munging']presubmission2025-05-07lwasser502
Open Reviews Sorted by Last Comment Date

Reviews that have been quiet for the longest period of time are at the top.

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β“˜ Name editor Last Comment Last User to Comment eic Issue active_status Description Date Opened
56Dolphot-LCTBD2025-10-07dhomeierNaN177pre-reviewDolphot-LC is an automated Hubble Space Telescope (HST) data pipeline based on the popular Dolphot analysis package; this package allows for the creation of lightcurves and difference images from HST data.2024-05-01
31PichtHaoZeke2025-12-16eliotwrobsoncoatless242under-reviewElectron and ion optics simulation using the Finite Difference Method (FDM)2025-05-07
30VARGRAMctb2026-01-08cjpalpallatoccoatless243under-reviewA Python visualization tool for genomic surveillance2025-05-09
22PhileasTBD2026-02-02crhea93TBD260pre-reviewPhileas β€” reproducible automation for hardware security experiments2025-08-27
13rgpycrumbsTBD2026-03-01HaoZekekysolvik286seeking editorA dispatcher-managed analytical engine for computational chemistry -- kernel-based surface fitting, structural analysis, and reactive path projection.2026-02-23
12clinopsNaN2026-04-10chaitanyakasaraneniTBD287pre-reviewProduction-grade Python toolkit for clinical ML data pipelines β€” patient-safe splitting, physiological outlier clipping, unit normalization, and ICD harmonization for MIMIC-IV and FHIR R42026-02-24
20pyxeldhomeier2026-04-13flemmelcrhea93262under-reviewPyxel is a easy-to-use general detector simulation framework that can simulate a variety of imaging detector effects combined on images (e.g. radiation and optical effects, noises) made by CCD or CMOS-based detectors.2025-09-05
33MOCPycrhea932026-05-06crhea93NaN238under-reviewMOCPy allows to read/write, and create Multi-Order Coverage Maps2025-04-17
14phasecurvefitTBD2026-05-12nstarmancrhea93285seeking editorNaN2026-02-20
68PlenopticNaN2026-06-04eliotwrobsonsneakers-the-rat150accepted-opena python library for model-based synthesis of perceptual stimuli2023-11-17
48BlackMarblePyyeelauren2026-06-19g4brielvscmarmo207under-reviewGeoreferenced Rasters and Statistics of Nightlights from NASA Black Marble2024-07-18
8PyAutoLensdhomeier2026-06-19Jammy2211kysolvik305under-reviewAstronomy software for strong gravitational lensing analysis and Bayesian inference2026-05-11
19nsEVDxJuliMillan2026-07-05Nischalcs50crhea93265accepted-openThis package implements both bayesian sampling techniques and frequentist methods to estimate the parameters of non-stationary extreme value distributions2025-09-30
10wikipediaGATNTBD2026-07-08kysolvikkysolvik300seeking editorwikipediaGATN scrapes Wikipedia airport pages to assemble the Global Air Transportation Networks (GATN)2026-04-30
7dsigmacrhea932026-07-09crhea93kysolvik312seeking reviewersa user-friendly galaxy–galaxy lensing package2026-05-25
6harmonsmileTBD2026-07-09kysolvikkysolvik314pre-reviewHARMONSMILE harmonizes molecular SMILES strings into a reproducible canonical, isomeric, and Kekulized RDKit-based representation for cheminformatics and molecular machine-learning dataset preparation.2026-06-06
2confusion-mapperTBD2026-07-13crhea93TBD324under-reviewHuman-AI hybrid inter-rater reliability tool for cognitive error taxonomy classification in multiple-choice question distractors.2026-06-29
3PyCFASTTBD2026-07-14bewygskysolvik318seeking editorPython interface for building, running, and analyzing [CFAST](https://pages.nist.gov/cfast/) fire simulation models2026-06-12
17pyhctsacrhea932026-07-19joshuabmoorecrhea93282under-reviewPython package for highly comparative time-series analysis2026-02-08
16solar-wavelength-calibrationhamogu2026-07-21hamogucrhea93283under-reviewLibrary for computing absolute wavelength calibration of Solar spectra.2026-02-10
4EpisiaTBD2026-07-28ArielShadrackysolvik317seeking editorOpen-source epidemiology and biostatistics library for Python, with validated measures, compartmental models, DHIS2 integration, and automated reporting.2026-06-09
11dfcosmicTBD2026-07-31hamogukysolvik289under-reviewPython package for GPU accelerated cosmic ray removal following the original LACosmic algorithm2026-03-10
21LSAPytkoyama0102026-08-04akritaagcrhea93261seeking reviewersPackage to help and ease Land Suitability Analysis (LSA) workflow.2025-08-28
15weitsichtyeelauren2026-08-04MartinW-S2Mkysolvik284under-reviewA Python package that enables further use of georeferenced images for mapping (plane, raster, mesh) and projection between image space and 3D.2026-02-18
18tanmlcrhea932026-08-06tradertanmaycrhea93280under-reviewAutomated Model Validation Toolkit for Tabular Machine Learning2026-01-27
9"earthaccess"kysolvik2026-08-07mfisher87kysolvik302under-review"`earthaccess` is a python library to search for, and download or stream NASA Earth science data with just a few lines of code."2026-05-05
5AMFOrATBD2026-08-11aleciacokysolvik316pre-reviewAutomated quantitative analysis of ceramic sherd fabric from flatbed-scanner images β€” inclusion and void detection, size and orientation measurement, color characterization, and batch CSV export. Built for archaeological survey workflows.2026-06-08
0research-timelineTBD2026-08-11lwasserTBD338pre-reviewCLI tool to track, validate, and export the research process β€” from first AI interaction to submission β€” as a typed, versioned, schema-validated JSON timeline2026-08-10