Published January 20, 2021
| Version v1.1.0
Software
Open
pykeen/pykeen v1.1.0
Creators
- 1. Ludwig-Maximilians-Universität München
- 2. @DTU-DABAI
- 3. @envedatx and Fraunhofer SCAI
- 4. Hochschule RheinMain
- 5. @pfnet
- 6. Deutsche Post DHL Group
- 7. http://sda.tech
Description
New Datasets
- CoDEx (https://github.com/pykeen/pykeen/pull/154)
- DRKG (https://github.com/pykeen/pykeen/pull/156)
- OGB (https://github.com/pykeen/pykeen/pull/159)
- ConceptNet (https://github.com/pykeen/pykeen/pull/160)
- Clinical Knowledge Graph (https://github.com/pykeen/pykeen/pull/209)
- Neptune.ai (https://github.com/pykeen/pykeen/pull/183)
- Add MLFlow set tags function (https://github.com/pykeen/pykeen/pull/139; thanks @sunny1401)
- Add score_t/h function for ComplEx (https://github.com/pykeen/pykeen/pull/150)
- Add proper testing for literal datasets and literal models (https://github.com/pykeen/pykeen/pull/199)
- Checkpoint functionality (https://github.com/pykeen/pykeen/pull/123)
- Random triple generation (https://github.com/pykeen/pykeen/pull/201)
- Make negative sampler corruption scheme configurable (https://github.com/pykeen/pykeen/pull/209)
- Add predict with inverse tripels pipeline (https://github.com/pykeen/pykeen/pull/208)
- Add generalize p-norm to regularizer (https://github.com/pykeen/pykeen/pull/225)
- New harness for resetting parameters (https://github.com/pykeen/pykeen/pull/131)
- Modularize embeddings (https://github.com/pykeen/pykeen/pull/132)
- Update first steps documentation (https://github.com/pykeen/pykeen/pull/152; thanks @TobiasUhmann )
- Switched testing to GitHub Actions (https://github.com/pykeen/pykeen/pull/165 and https://github.com/pykeen/pykeen/pull/194)
- No longer support Python 3.6
- Move automatic memory optimization (AMO) option out of model and into training loop (https://github.com/pykeen/pykeen/pull/176)
- Improve hyper-parameter defaults and HPO defaults (https://github.com/pykeen/pykeen/pull/181 and https://github.com/pykeen/pykeen/pull/179)
- Switch internal usage to ID-based triples (https://github.com/pykeen/pykeen/pull/193 and https://github.com/pykeen/pykeen/pull/220)
- Optimize triples splitting algorithm (https://github.com/pykeen/pykeen/pull/187)
- Generalize metadata storage in triples factory (https://github.com/pykeen/pykeen/pull/211)
- Add drop_last option to data loader in training loop (https://github.com/pykeen/pykeen/pull/217)
- Whitelist support in HPO pipeline (https://github.com/pykeen/pykeen/pull/124)
- Improve evaluator instantiation (https://github.com/pykeen/pykeen/pull/125; thanks @kantholtz)
- CPU fallback on AMO (https://github.com/pykeen/pykeen/pull/232)
- Fix HPO save issues (https://github.com/pykeen/pykeen/pull/235)
- Fix GPU issue in plotting (https://github.com/pykeen/pykeen/pull/207)
Files
pykeen/pykeen-v1.1.0.zip
Files
(1.7 MB)
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md5:2fd7665bf822eb6893970af31328a57d
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Additional details
Related works
- Is supplement to
- https://github.com/pykeen/pykeen/tree/v1.1.0 (URL)