Knowledge Graph embedding in Python and Pytorch.
Project description
TorchKGE
TorchKGE : Knowledge Graph embedding in Python and Pytorch.
Free software: BSD license
Documentation: https://torchkge.readthedocs.io.
Features
Translational models (TransE, TransH, TransR, TransD)
Semantic Matching models (RESCAL, DistMult)
More models to come.
Credits
This package was created with Cookiecutter and the audreyr/cookiecutter-pypackage project template.
History
0.7.0 (2019-06-01)
Implemented Mean Reciprocal Rank measure of performance.
Implemented Logistic Loss.
Changed implementation of margin loss to use torch methods.
0.6.0 (2019-06-25)
Implemented DistMult
0.5.0 (2019-06-24)
Changed implementation of LinkPrediction ranks by moving functions to model methods.
Implemented RESCAL.
0.4.0 (2019-05-15)
Fixed a major bug/problem in the Evaluation protocol of LinkPrediction.
0.3.1 (2019-05-10)
Minor bug fixes in the various normalization functions.
0.3.0 (2019-05-09)
Fixed CUDA support.
0.2.0 (2019-05-07)
Added support for filtered performance measures.
0.1.7 (2019-04-03)
First real release on PyPI.
0.1.0 (2019-04-01)
First release on PyPI.
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file torchkge-0.7.2.tar.gz.
File metadata
- Download URL: torchkge-0.7.2.tar.gz
- Upload date:
- Size: 22.8 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/1.13.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.0.1 requests-toolbelt/0.9.1 tqdm/4.32.2 CPython/3.7.1
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
c22302893f877058b3f3f1b812eae7f949848fa2ff2fab91d31e16a045e61f82
|
|
| MD5 |
655638ca762e5496e8713405afe19a7f
|
|
| BLAKE2b-256 |
ab788d82205f359c605a2a63395d26b1d5cb70c59deef417ea9f99b2243f5da2
|
File details
Details for the file torchkge-0.7.2-py2.py3-none-any.whl.
File metadata
- Download URL: torchkge-0.7.2-py2.py3-none-any.whl
- Upload date:
- Size: 21.6 kB
- Tags: Python 2, Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/1.13.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.0.1 requests-toolbelt/0.9.1 tqdm/4.32.2 CPython/3.7.1
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
9b7c40a3e721ee44eaf74da1349db000ff515ad7562131eb874bfdfd790ac46d
|
|
| MD5 |
bf5a4a6ccb04897272c33439393e7acf
|
|
| BLAKE2b-256 |
2713e1186776892a46b4e1f103d1d147938a94ca856aec39fe9bd0531cf7c275
|
