matrixor

Matrix transformations in Python. Implements algorithm 2.4 (AO+Scaling) of the paper:

@article{devetal2018,
    title={{Absolute Orientation for Word Embedding Alignment}},
    author={Sunipa Dev and Safia Hassan and Jeff M. Phillips},
    journal={CoRR},
    year={2018},
    volume={abs/1806.01330}
}

Install

pip install matrixor

or, after a git clone:

python3 setup.py install

Run

Align two models with Absolute Orientation + Scaling and return RMSE

To align two embeddings, run:

matrixor align \
  --matrix-1 /abs/path/to/xxx.vec.npy  \
  --matrix-2 /abs/path/to/yyy.vec.npy \

pass in the --average to return the averaged RMSE by aligning A and B then B and A (alignment may not be symmetric due to floating point average)

Release files for matrixor 1.0.7

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

Source distribution (sdist)

Source distribution for matrixor 1.0.7
File	Size	Uploaded
matrixor-1.0.7.tar.gz	3.4 kB	Aug 24, 2020	Details

Release files / matrixor-1.0.7.tar.gz

Download URL	matrixor-1.0.7.tar.gz
Size	3.4 kB
Tags	Source
SHA-256 checksum How to use checksums	`df27d663acbfba9ff50ba77511e67d2f8d09fb3bdbdb6ad922be3b645d9915f4`
BLAKE2b-256 checksum How to use checksums	`dc6c3524b519bd06e609e1c1b985422d4e9c61a8de26d19bf843f7a4499f6e3a`
Upload date	Aug 24, 2020
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/3.1.1 pkginfo/1.5.0.1 requests/2.23.0 setuptools/46.1.3 requests-toolbelt/0.9.1 tqdm/4.35.0 CPython/3.6.5`