emlens
A lightweight toolbox for analyzing embedding space
Requirements
- Python 3.7 or 3.8 (may not work on 3.9)
Doc
https://emlens.readthedocs.io/en/latest/
Install
pip install emlens
emlens uses faiss library, which has two versions, faiss-cpu and faiss-gpu.
As the name stands, faiss-gpu can leverage GPUs, thureby faster if you have GPUs. emlens uses faiss-cpu by default to avoid unnecessary GPU-related troubles.
Yet, you can still leverage the GPUs (which is recommended if you have) by installing faiss-gpu by
with conda:
conda install -c conda-forge faiss-gpu
or with pip:
pip install faiss-gpu
Installing emlens
Maintenance
Code Linting:
conda install -y -c conda-forge pre-commit
pre-commit install
Docsctring: sphinx format
Test:
python -m unittest tests/simple_test.py
1 maintainer
Metadata
1 maintainer
Release files for emlens 0.0.11
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| File | Interpreter | ABI | Platform | Actions Reset |
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| emlens-0.0.11-py3-none-any.whl | Python 3 | none | any | Details for emlens-0.0.11-py3-none-any.whl |
Release files / emlens-0.0.11-py3-none-any.whl
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| Size | 15.9 kB |
| Tags | Python 3 |
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