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panoptes

4 indexed repositories · View on GitHub

POCS
An Observatory Control System for the PANOPTES citizen-science project designed to help find transiting exoplanets! :telescope: :stars:

Python · 84 stars
panoptes-pipeline
PANOPTES Data Processing Pipeline

Python · 9 stars
panoptes-utils
A set of Astronomical utility functions. PANOPTES style. :hammer_and_wrench: :telescope: :stars:

Python · 4 stars
panoptes-data
Easy tools for discovering and working with PANOPTES data.

Python · 1 star

Beginner friendly Everything

Open All

The dependency canary tests the locked tree, not the fresh resolution Open

cross-repo

panoptes/panoptes-data#41 · 1 assignee · Opened Sep 17, 2026
Give PipelineParams an environment prefix, then add .env.example Open

infrastructure

panoptes/panoptes-pipeline#228 · 1 assignee · Opened Sep 17, 2026
Adopt the shared project standard: hatch-vcs, zensical, and the four workflows Open

cross-repo python:uv

panoptes/POCS#1482 · 1 assignee · Opened Sep 17, 2026
Adopt the shared project standard: hatch-vcs, zensical, and the four workflows Open

cross-repo python:uv

panoptes/panoptes-utils#380 · 1 assignee · Opened Sep 17, 2026
Batch H — Harmonize project structure across the four repositories Open

batch cross-repo infrastructure

panoptes/panoptes-pipeline#218 · 1 comment · 1 assignee · Opened Sep 17, 2026
Compare background subtraction methods against a real objective Open

algorithm

panoptes/panoptes-pipeline#217 · 1 assignee · Opened Sep 16, 2026
Release workflow: move the PyPI upload to Trusted Publishing Open

Difficulty 3/5 1-2 days Newbie friendliness 74/100

panoptes/panoptes-utils#379 · Opened Sep 16, 2026
Mutation-test the lightcurve modules, where a passing test proves least Open

infrastructure

panoptes/panoptes-pipeline#214 · 1 comment · 1 assignee · Opened Sep 16, 2026
Plate solve from the detected source list instead of handing solve-field an image Open

infrastructure

panoptes/panoptes-pipeline#197 · 1 assignee · Opened Sep 16, 2026
Plate solving silently destroys every extension but the first Open

panoptes/panoptes-utils#378 · 1 assignee · Opened Sep 16, 2026
Batch G — Survey instrumentation: fix the constants at their source in POCS Open

batch cross-repo infrastructure

panoptes/panoptes-pipeline#190 · 1 assignee · Opened Sep 13, 2026
Set up a uv workspace for lockstep development with panoptes-utils and panoptes-data Open

cross-repo infrastructure

panoptes/panoptes-pipeline#189 · 1 comment · 1 assignee · Opened Sep 13, 2026
Write stamps as parquet instead of HDF5; drop h5py and tables Open

infrastructure

panoptes/panoptes-pipeline#188 · 1 assignee · Opened Sep 13, 2026
Survey the FITS header vocabulary across POCS versions and camera families Open

data measurement

panoptes/panoptes-pipeline#187 · 1 assignee · Opened Sep 13, 2026
Declare which header keywords are required, and fail loudly when one is missing Open

cross-repo infrastructure

panoptes/panoptes-pipeline#186 · 1 assignee · Opened Sep 13, 2026
Make egain per-body rather than a hardcoded class constant Open

Camera

panoptes/POCS#1481 · 1 assignee · Opened Sep 13, 2026
Restore WHTLVLN/WHTLVLS (camera white level) to the FITS header Open

Camera

panoptes/POCS#1480 · 1 assignee · Opened Sep 13, 2026
Treat the FITS header vocabulary as a declared contract Open

Camera Software

panoptes/POCS#1479 · 1 assignee · Opened Sep 13, 2026
Batch F — Deferred until the data exists Open

batch decision

panoptes/panoptes-pipeline#169 · 1 assignee · Opened Sep 12, 2026
Batch E — Archive lookups, not really decisions Open

batch data decision

panoptes/panoptes-pipeline#168 · 1 assignee · Opened Sep 12, 2026
Batch D — Network scale Open

batch decision network

panoptes/panoptes-pipeline#167 · 1 assignee · Opened Sep 12, 2026
Batch C — The data layer: close the producer loop without GCP Open

batch cross-repo data infrastructure

panoptes/panoptes-pipeline#166 · 1 assignee · Opened Sep 12, 2026
Roadmap: rebuilding PANOPTES differential photometry Open

panoptes/panoptes-pipeline#146 · 1 assignee · Opened Sep 12, 2026
Decision 6.11 — Do bias, dark or flat sequences exist in the archive? Open

data decision

panoptes/panoptes-pipeline#145 · 1 assignee · Opened Sep 12, 2026
Decision 6.10 — Do any units take flat fields today? Open

data decision

panoptes/panoptes-pipeline#144 · 1 assignee · Opened Sep 12, 2026
Decision 6.9 — Get MEASRGGB for the PAN007 sequence Open

data decision

panoptes/panoptes-pipeline#143 · 1 comment · 1 assignee · Opened Sep 12, 2026
Decision 6.8 — Check the archive for defocused sequences Open

data decision measurement

panoptes/panoptes-pipeline#142 · 1 assignee · Opened Sep 12, 2026
Decision 6.7 — Do the photon budget properly Open

decision measurement

panoptes/panoptes-pipeline#141 · 1 assignee · Opened Sep 12, 2026
Decision 6.17 — Confirm scheduling guarantees overlap, not just continuity Open

decision network

panoptes/panoptes-pipeline#140 · 1 assignee · Opened Sep 12, 2026
Decision 6.16 — Define the shared comparison-ensemble convention Open

decision network

panoptes/panoptes-pipeline#139 · 1 assignee · Opened Sep 12, 2026
Decision 6.12 — Baseline scope: magnitude range and target count Open

decision

panoptes/panoptes-pipeline#136 · 1 assignee · Opened Sep 12, 2026
Camera registry: gain, read noise and black level, keyed on the camera uid Open

cross-repo infrastructure

panoptes/panoptes-pipeline#135 · 1 assignee · Opened Sep 12, 2026
Use frame and pixel quality weighting Open

algorithm contingent

panoptes/panoptes-pipeline#130 · 1 assignee · Opened Sep 12, 2026
Scale the similarity search beyond O(p²) Open

contingent infrastructure

panoptes/panoptes-pipeline#129 · 1 assignee · Opened Sep 12, 2026
Map where reference selection starts eating the signal Open

algorithm contingent measurement

panoptes/panoptes-pipeline#128 · 1 assignee · Opened Sep 12, 2026
Build a frame-scale background basis and a sky flat from median stacking Open

algorithm contingent measurement

panoptes/panoptes-pipeline#127 · 1 assignee · Opened Sep 12, 2026
Try optimal (inverse-variance) aperture weighting from the comparison star Open

algorithm contingent

panoptes/panoptes-pipeline#126 · 1 assignee · Opened Sep 12, 2026
Select references and fit coefficients per color channel Open

algorithm contingent

panoptes/panoptes-pipeline#125 · 1 assignee · Opened Sep 12, 2026
Choose and tune the regularizer Open

algorithm contingent measurement

panoptes/panoptes-pipeline#124 · 1 assignee · Opened Sep 12, 2026
Put the coefficient fit on the production path Open

algorithm contingent

panoptes/panoptes-pipeline#123 · 1 assignee · Opened Sep 12, 2026
Handle differential extinction across the wide field Open

algorithm network

panoptes/panoptes-pipeline#122 · 1 assignee · Opened Sep 12, 2026
Solve per-unit offsets against overlapping segments Open

algorithm network

panoptes/panoptes-pipeline#121 · 1 assignee · Opened Sep 12, 2026
Propagate per-point uncertainties through the coefficient fit Open

algorithm

panoptes/panoptes-pipeline#120 · 1 assignee · Opened Sep 12, 2026
Emit the comparison-ensemble identity alongside every lightcurve Open

algorithm network

panoptes/panoptes-pipeline#119 · 1 assignee · Opened Sep 12, 2026
Adopt BJD_TDB for all timestamps Open

infrastructure network

panoptes/panoptes-pipeline#118 · 1 assignee · Opened Sep 12, 2026
Add a benchmark smoke run and a docs build to CI Open

infrastructure

panoptes/panoptes-pipeline#116 · 1 comment · 1 assignee · Opened Sep 12, 2026
Cut the tier-1 committed fixture Open

data infrastructure

panoptes/panoptes-pipeline#115 · 1 assignee · Opened Sep 12, 2026
Make the CLI process a local FITS directory end to end Open

infrastructure

panoptes/panoptes-pipeline#113 · 1 comment · 1 assignee · Opened Sep 12, 2026
Extract the image-level steps into pure functions Open

infrastructure

panoptes/panoptes-pipeline#112 · 1 assignee · Opened Sep 12, 2026
Down-weight trailed frames rather than matching them Open

algorithm

panoptes/panoptes-pipeline#111 · 1 assignee · Opened Sep 12, 2026

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