This release is a pre-release and may not be stable for production use.
RepGeom
RepGeom is a small, dependency-free Python library for inspecting the geometry of labelled vector representations. It checks that vectors share a dimension, calculates distances and cosine similarities, and returns deterministic nearest neighbors. It is intended for small in-memory collections where results should be easy to inspect.
from math import isclose
from repgeom import EmbeddingCloud
cloud = EmbeddingCloud.from_mapping({
"cat": (1.0, 0.0),
"dog": (0.8, 0.2),
"tree": (0.0, 1.0),
})
assert cloud.nearest("cat", k=1) == (("dog", cloud.distance("cat", "dog")),)
assert all(isclose(actual, expected) for actual, expected in zip(cloud.centroid(), (0.6, 0.4)))
Results are sorted by distance, then label. Zero vectors have no cosine similarity, and nonfinite or mismatched vectors are rejected at construction. The package does not perform dimensionality reduction or model training.
1 maintainer
Metadata
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Release files for RepGeom 0.1.0a1
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Source distribution (sdist)
| File | Size | Uploaded | Provenance | |
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| repgeom-0.1.0a1.tar.gz | 3.3 kB | Without provenance | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| repgeom-0.1.0a1-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 7.1 kB
Release files / repgeom-0.1.0a1.tar.gz
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|---|---|
| Size | 3.8 kB |
| Tags | Python 3 |
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