Skip to content
Merged
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
5 changes: 4 additions & 1 deletion llms-full.txt
Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
AUTO-GENERATED by PyAutoBuild — do not edit by hand; regenerate with generate.py.
AUTO-GENERATED by PyAutoHands — do not edit by hand; regenerate with generate.py.

# PyAutoLens Workspace — Full Catalogue

Expand Down Expand Up @@ -390,6 +390,9 @@ AUTO-GENERATED by PyAutoBuild — do not edit by hand; regenerate with generate.
- [Lenstool Users: dPIE Parameterization Mapping (Scaling Galaxies)](scripts/cluster/lenstool/parameterization_mapping.py): **If you want to fit cluster member (scaling) galaxies without knowing the source or lens redshift, this script shows you how — and proves it recovers the standard Lenstool model exactly once the redshifts become known.**
- [Log Likelihood Function: Cluster Point Source](scripts/cluster/likelihood_function.py): This script provides a step-by-step guide of the cluster point-source ``log_likelihood_function``, the figure-of-merit Nautilus optimises when fitting a cluster lens model to ``point_datasets.csv``.
- Contents: Dataset, Truth Model, Tracer, Source-Plane Chi Squared: Concept, Multi-Plane Ray Tracing, Back-Traced Source-Plane Positions, Source-Plane Centroid, Residual Map, Magnifications at Positions, Chi Squared Map (Source), Per-Source Chi Squared, Total Chi Squared (Source), Noise Normalization (Source), Source-Plane Log Likelihood, Source-Plane Validation, Image-Plane Chi Squared: Concept, Point Solver Setup, Forward Solving Model Positions, Pairing Model to Observed, Image-Plane Residual Map, Chi Squared Map (Image), Per-Source / Total Chi Squared, Noise Normalization (Image), Image-Plane Log Likelihood, Image-Plane Validation, Source-Plane vs Image-Plane: When to Use Which, Wrap Up
- [Cluster & Group Mass Parameterizations](scripts/cluster/mass_parameterizations.py): **A plain-language tour of the ways to parameterize and couple the masses in a Lenstool-style cluster model — the cluster-scale halo, the BCG and other individually-freed galaxies, and the member ("scaling") population.**
- Contents: Model 1 — The Standard Lenstool Model, Model 2 — The Angular (b0) Parameterization, Model 3 — Mass Anchoring, Model 4 — The Two-Parameter Relation
- [Mass Parameterizations II — Mapping Lenstool onto PyAutoLens](scripts/cluster/mass_parameterizations_pyautolens.py): **For Lenstool users: how and why PyAutoLens re-expresses the standard Lenstool cluster / group model in its native parameterization for multi-galaxy lenses (MGLs), and how to keep the dPIE's truncation on the outskirts if you want it.**
- [Modeling: Cluster](scripts/cluster/modeling.py): This script models the small multi-plane cluster lens simulated by ``cluster/simulator.py``: a Brightest Cluster Galaxy (BCG) plus one satellite member at the lens redshift ``z = 0.5``, 10 lower-mass cluster members modelled collectively via a luminosity-mass scaling relation, a standalone NFW host dark matter halo *not* tied to any individual galaxy, and 2 background sources at *different* redshifts (``z = 1.0`` and ``z = 2.0``) which the cluster lenses into multiple images.
- Contents: Example, Simulation, Dataset, Model CSVs, Scaling Galaxies Table, Point Solver, Chi Squared, Cluster Components, Redshifts, Model, Scaling Relation, Name Pairing, Search, Live Visual Update, Analysis, Factor Graph, Run Times, Output Folder Layout, Result
- [Simulator: Cluster](scripts/cluster/simulator.py): This script simulates an example strong lens on the 'cluster' scale: a small cluster consisting of 2 main lens galaxies (a brightest cluster galaxy + a single satellite), 10 lower-mass cluster member galaxies on a luminosity-mass scaling relation, a single host dark matter halo not tied to any individual galaxy, and 2 multiply-imaged background source galaxies sitting at *different* redshifts (``z = 1.0`` and ``z = 2.0``) — making this a genuine multi-plane lens.
Expand Down
Loading
Loading