temet

A python toolkit for the preparation, analysis, and visualization of astrophysical numerical simulations. Specifically, hydrodynamical simulations run with the AREPO moving mesh code, as well as codes producing similarly structured outputs including GADGET-4, GIZMO and SWIFT.

In addition, this codebase is focused on cosmological simulations for large-scale structure and galaxy formation, particularly those processed with a substructure identification algorithm (halo finder) such as subfind, including Illustris, IllustrisTNG, EAGLE, and so on. Generally speaking, any simulation data available from the TNG public data release platform can be directly analyzed with this toolkit.

Documentation

Please see online documentation.

Installation and usage instructions are available there.

Acknowledgment & Citation

This code was originally written by Dylan Nelson (dnelson@uni-heidelberg.de).

If you find it useful and/or make use of it for a scientific publication, please cite Nelson, D. (in prep).

Organization

catalog/ - creation of post-processing catalogs.
cosmo/ - analysis specific for cosmological/comoving boxes
data/ - external text data files from the literature
ICs/ - initial condition generation
load/ - loading of group catalogs, snapshots, auxcats
ML/ - machine learning
obs/ - analysis and data reduction for observations
plot/ - generalized plotting
tables/ - large pre-computed datafiles (empty until downloaded)
tracer/ - Monte Carlo tracer particles
util/ - helper utilities and general algorithms.
vis/ - visualization

Reproducing Published Papers

projects/ - analysis and plots for specific papers/projects

The complete analysis and plot set of published papers can (theoretically) be reproduced with the following entry points inside the projects/ directory. Note that in practice some analyses are costly and would better be done (and were actually done) by splitting into many parallel jobs on a cluster. Also note that exact reproduction may require use of an (older) code version, tagged on the date near the finalization of the paper.

Nelson et al. (2018a) - TNG colors - projects.color.paperPlots()
Nelson et al. (2018b) - TNG oxygen - projects.oxygen.paperPlots()
Nelson et al. (2019b) - TNG50 outflows - projects.outflows.paperPlots()
Nelson et al. (2020) - TNG50 small-scale CGM - projects.lrg.paperPlots()
Nelson et al. (2021) - TNG50 MgII emission - projects.mg2emission.paperPlots()
Nelson et al. (2023) - OVII X-ray Scattering - projects.xray_scattering.paperPlots()
Nelson et al. (2024) - Introducing TNG-Cluster - projects.tngcluster.paperPlots()
Nelson et al. (2025) - SALSA - projects.mockspec.paperPlots()

Contributing

Any contributions to this open source project, large or small, are welcome. To submit a bug report, feature request, general question, or similar, please open a new issue directly on github. Please include as much detail as possible, including a minimum working example which reproduces any problem or buggy behavior.

To directly contribute code or documentation please try to follow existing style and structure as much as possible. When you are ready, please make a pull request with your proposed changes. To do so you should take the following steps: (i) fork the repository, (ii) clone the project to your local machine, (iii) edit and make changes, (iv) commit your changes to your own branch, (v) push your work back up to your fork, (vi) submit a pull request for review.

Additional code contributions, fixes, and suggestions to this package have been made by:

Chris Byrohl
Lukas Eisert
Andres Aramburo Garcia
Martin Glatzle
Annalisa Pillepich
Rahul Ramesh

Metadata

Release files for temet 0.9.2

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

Source distribution (sdist)

Source distribution for temet 0.9.2
File	Size	Uploaded
temet-0.9.2.tar.gz	8.3 MB	Feb 5, 2026	Details

Built distributions (wheels)

Table of built distributions (wheels) for temet 0.9.2
File	Interpreter	ABI	Platform	Reset
temet-0.9.2-cp314-cp314t-musllinux_1_2_x86_64.whl 8.7 MB Feb 5, 2026	CPython 3.14	CPython 3.14 free-threading	Linux musl 1.2+ x86-64	Details
temet-0.9.2-cp314-cp314t-musllinux_1_2_aarch64.whl 8.6 MB Feb 5, 2026	CPython 3.14	CPython 3.14 free-threading	Linux musl 1.2+ ARM64	Details
temet-0.9.2-cp314-cp314t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl 7.6 MB Feb 5, 2026	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.24+ x86-64, Linux glibc 2.28+ x86-64	Details
temet-0.9.2-cp314-cp314t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 7.6 MB Feb 5, 2026	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.28+ ARM64, Linux glibc 2.24+ ARM64	Details
temet-0.9.2-cp314-cp314-musllinux_1_2_x86_64.whl 8.7 MB Feb 5, 2026	CPython 3.14	CPython 3.14	Linux musl 1.2+ x86-64	Details
temet-0.9.2-cp314-cp314-musllinux_1_2_aarch64.whl 8.6 MB Feb 5, 2026	CPython 3.14	CPython 3.14	Linux musl 1.2+ ARM64	Details
temet-0.9.2-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl 7.6 MB Feb 5, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.28+ x86-64, Linux glibc 2.24+ x86-64	Details
temet-0.9.2-cp314-cp314-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 7.6 MB Feb 5, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.24+ ARM64, Linux glibc 2.28+ ARM64	Details
temet-0.9.2-cp313-cp313-musllinux_1_2_x86_64.whl 8.7 MB Feb 5, 2026	CPython 3.13	CPython 3.13	Linux musl 1.2+ x86-64	Details
temet-0.9.2-cp313-cp313-musllinux_1_2_aarch64.whl 8.6 MB Feb 5, 2026	CPython 3.13	CPython 3.13	Linux musl 1.2+ ARM64	Details
temet-0.9.2-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl 7.6 MB Feb 5, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.28+ x86-64, Linux glibc 2.24+ x86-64	Details
temet-0.9.2-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 7.6 MB Feb 5, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.24+ ARM64, Linux glibc 2.28+ ARM64	Details
temet-0.9.2-cp312-cp312-musllinux_1_2_x86_64.whl 8.7 MB Feb 5, 2026	CPython 3.12	CPython 3.12	Linux musl 1.2+ x86-64	Details
temet-0.9.2-cp312-cp312-musllinux_1_2_aarch64.whl 8.6 MB Feb 5, 2026	CPython 3.12	CPython 3.12	Linux musl 1.2+ ARM64	Details
temet-0.9.2-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl 7.6 MB Feb 5, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.24+ x86-64, Linux glibc 2.28+ x86-64	Details
temet-0.9.2-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 7.6 MB Feb 5, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.28+ ARM64, Linux glibc 2.24+ ARM64	Details
temet-0.9.2-cp311-cp311-musllinux_1_2_x86_64.whl 8.7 MB Feb 5, 2026	CPython 3.11	CPython 3.11	Linux musl 1.2+ x86-64	Details
temet-0.9.2-cp311-cp311-musllinux_1_2_aarch64.whl 8.6 MB Feb 5, 2026	CPython 3.11	CPython 3.11	Linux musl 1.2+ ARM64	Details
temet-0.9.2-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl 7.6 MB Feb 5, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.28+ x86-64, Linux glibc 2.24+ x86-64	Details
temet-0.9.2-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 7.6 MB Feb 5, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.28+ ARM64, Linux glibc 2.24+ ARM64	Details

Total release size: 170.6 MB

Release files / temet-0.9.2.tar.gz

Download URL	temet-0.9.2.tar.gz
Size	8.3 MB
Tags	Source
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Uploaded via	`twine/6.1.0 CPython/3.13.7`

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Publishing platform: GitHub Actions
Publishing repository: github.com/dnelson/temet
Publishing commit: github.com/dnelson/temet/tree/299996a83319951be1ee05b4df07ccbf70cbb23a

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Publishing configuration: github.com/dnelson/temet/blob/299996a83319951be1ee05b4df07ccbf70cbb23a/.github/workflows/pypi.yaml
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Release files / temet-0.9.2-cp314-cp314t-musllinux_1_2_x86_64.whl

Download URL	temet-0.9.2-cp314-cp314t-musllinux_1_2_x86_64.whl
Size	8.7 MB
Tags	CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ x86-64
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Uploaded via	`twine/6.1.0 CPython/3.13.7`

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Publishing repository: github.com/dnelson/temet
Publishing commit: github.com/dnelson/temet/tree/299996a83319951be1ee05b4df07ccbf70cbb23a

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Release files / temet-0.9.2-cp314-cp314t-musllinux_1_2_aarch64.whl

Download URL	temet-0.9.2-cp314-cp314t-musllinux_1_2_aarch64.whl
Size	8.6 MB
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Uploaded via	`twine/6.1.0 CPython/3.13.7`

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Publishing platform: GitHub Actions
Publishing repository: github.com/dnelson/temet
Publishing commit: github.com/dnelson/temet/tree/299996a83319951be1ee05b4df07ccbf70cbb23a

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Release files / temet-0.9.2-cp314-cp314t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

Download URL	temet-0.9.2-cp314-cp314t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
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Uploaded via	`twine/6.1.0 CPython/3.13.7`

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Publishing platform: GitHub Actions
Publishing repository: github.com/dnelson/temet
Publishing commit: github.com/dnelson/temet/tree/299996a83319951be1ee05b4df07ccbf70cbb23a

Workflow

Publishing configuration: github.com/dnelson/temet/blob/299996a83319951be1ee05b4df07ccbf70cbb23a/.github/workflows/pypi.yaml
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Subject: temet-0.9.2-cp314-cp314t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
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Release files / temet-0.9.2-cp314-cp314t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl

Download URL	temet-0.9.2-cp314-cp314t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
Size	7.6 MB
Tags	CPython 3.14 CPython 3.14 free-threading Linux glibc 2.24+ ARM64 Linux glibc 2.28+ ARM64
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Uploaded via	`twine/6.1.0 CPython/3.13.7`

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Publishing platform: GitHub Actions
Publishing repository: github.com/dnelson/temet
Publishing commit: github.com/dnelson/temet/tree/299996a83319951be1ee05b4df07ccbf70cbb23a

Workflow

Publishing configuration: github.com/dnelson/temet/blob/299996a83319951be1ee05b4df07ccbf70cbb23a/.github/workflows/pypi.yaml
Publishing logs: github.com/dnelson/temet/actions/runs/21715348947/attempts/1

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Subject: temet-0.9.2-cp314-cp314t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
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Release files / temet-0.9.2-cp314-cp314-musllinux_1_2_x86_64.whl

Download URL	temet-0.9.2-cp314-cp314-musllinux_1_2_x86_64.whl
Size	8.7 MB
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Publishing platform: GitHub Actions
Publishing repository: github.com/dnelson/temet
Publishing commit: github.com/dnelson/temet/tree/299996a83319951be1ee05b4df07ccbf70cbb23a

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Release files / temet-0.9.2-cp314-cp314-musllinux_1_2_aarch64.whl

Download URL	temet-0.9.2-cp314-cp314-musllinux_1_2_aarch64.whl
Size	8.6 MB
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Publishing platform: GitHub Actions
Publishing repository: github.com/dnelson/temet
Publishing commit: github.com/dnelson/temet/tree/299996a83319951be1ee05b4df07ccbf70cbb23a

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Release files / temet-0.9.2-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

Download URL	temet-0.9.2-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Size	7.6 MB
Tags	CPython 3.14 Linux glibc 2.24+ x86-64 Linux glibc 2.28+ x86-64
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Uploaded via	`twine/6.1.0 CPython/3.13.7`

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Publishing platform: GitHub Actions
Publishing repository: github.com/dnelson/temet
Publishing commit: github.com/dnelson/temet/tree/299996a83319951be1ee05b4df07ccbf70cbb23a

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Subject: temet-0.9.2-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
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Release files / temet-0.9.2-cp314-cp314-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl

Download URL	temet-0.9.2-cp314-cp314-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
Size	7.6 MB
Tags	CPython 3.14 Linux glibc 2.24+ ARM64 Linux glibc 2.28+ ARM64
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Uploaded via	`twine/6.1.0 CPython/3.13.7`

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Publishing platform: GitHub Actions
Publishing repository: github.com/dnelson/temet
Publishing commit: github.com/dnelson/temet/tree/299996a83319951be1ee05b4df07ccbf70cbb23a

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Subject: temet-0.9.2-cp314-cp314-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
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Release files / temet-0.9.2-cp313-cp313-musllinux_1_2_x86_64.whl

Download URL	temet-0.9.2-cp313-cp313-musllinux_1_2_x86_64.whl
Size	8.7 MB
Tags	CPython 3.13 Linux musl 1.2+ x86-64
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Uploaded via	`twine/6.1.0 CPython/3.13.7`

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Publishing platform: GitHub Actions
Publishing repository: github.com/dnelson/temet
Publishing commit: github.com/dnelson/temet/tree/299996a83319951be1ee05b4df07ccbf70cbb23a

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Release files / temet-0.9.2-cp313-cp313-musllinux_1_2_aarch64.whl

Download URL	temet-0.9.2-cp313-cp313-musllinux_1_2_aarch64.whl
Size	8.6 MB
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Release files / temet-0.9.2-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

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Uploaded via	`twine/6.1.0 CPython/3.13.7`

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Release files / temet-0.9.2-cp311-cp311-musllinux_1_2_x86_64.whl

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Uploaded via	`twine/6.1.0 CPython/3.13.7`

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Publishing commit: github.com/dnelson/temet/tree/299996a83319951be1ee05b4df07ccbf70cbb23a

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Release files / temet-0.9.2-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

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Uploaded via	`twine/6.1.0 CPython/3.13.7`

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Publishing platform: GitHub Actions
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Publishing commit: github.com/dnelson/temet/tree/299996a83319951be1ee05b4df07ccbf70cbb23a

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Release files / temet-0.9.2-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl

Download URL	temet-0.9.2-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
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Uploaded via	`twine/6.1.0 CPython/3.13.7`

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Publishing platform: GitHub Actions
Publishing repository: github.com/dnelson/temet
Publishing commit: github.com/dnelson/temet/tree/299996a83319951be1ee05b4df07ccbf70cbb23a

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This release

0.9.2 This release

Feb 5, 2026 21 release files

0.9.1

Feb 5, 2026 21 release files

0.9.0

Jan 29, 2026 21 release files

temet 0.9.2

temet

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