descriptron-core
Evidence-tiered species descriptions, keys and audits from phenomic matrices.
Pure pip: no torch, no CUDA, no compiler. Installs in about a minute on Linux, macOS and Windows. With the deposited COCO files it reproduces every analysis in the methods paper without a model of any kind — the audit, key, matrix, novelty scoring and delimitation are all deterministic.
pip install descriptron-core
descriptron --list # the 62 programs in this package
descriptron biorag_key_builder_v1 --help
biorag-audit --help
Writing treatments is the only step that calls a language model:
pip install "descriptron-core[llm]"
For mask prediction, landmark transfer and scale-bar reading, add
descriptron-vision; for the
annotation GUI, descriptron-gui.
The programs are shipped as data and executed with runpy, exactly as they run
from a shell, so packaging cannot quietly change what they do.
1 maintainer
Metadata
1 maintainer
Release files for descriptron-core 2.8.6
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| descriptron_core-2.8.6.tar.gz | 3.2 MB | Without provenance | Details for descriptron_core-2.8.6.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| descriptron_core-2.8.6-py3-none-any.whl | Python 3 | none | any | Details for descriptron_core-2.8.6-py3-none-any.whl |
Total release size: 6.5 MB
Release files / descriptron_core-2.8.6.tar.gz
| Download URL | descriptron_core-2.8.6.tar.gz |
|---|---|
| Size | 3.2 MB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
76bb40c610dff82ee212f07cf59caae3c237e24793641c1c435725f09cbd12ad
|
|
BLAKE2b-256 checksum How to use checksums |
cb3cf9589a6bfe1e6465b0ed7f0477e0a128f65a704c43657a122f1d4ebca721
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.12.4
|
Release files / descriptron_core-2.8.6-py3-none-any.whl
| Download URL | descriptron_core-2.8.6-py3-none-any.whl |
|---|---|
| Size | 3.3 MB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
c68b885a8c56d37824954e143a0d264055390d849e62034cb4838dc9cf6873dc
|
|
BLAKE2b-256 checksum How to use checksums |
79368ac3586b69471c97c8dd8e747e7379590fe79f93bce054681ac8b8403457
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.12.4
|
Security for descriptron-core 2.8.6
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
No provenance found
None of the files in this release were uploaded with provenance metadata.
A note on package security
PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.
To learn more about protecting yourself from malicious actors, visit our package security documentation.
