https://github.com/bachi55/pystruct
Simple structured learning framework for python
Science Score: 10.0%
This score indicates how likely this project is to be science-related based on various indicators:
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○CITATION.cff file
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○codemeta.json file
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○.zenodo.json file
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○DOI references
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✓Academic publication links
Links to: zenodo.org -
○Academic email domains
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○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (13.0%) to scientific vocabulary
Last synced: 9 months ago
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JSON representation
Repository
Simple structured learning framework for python
Basic Info
- Host: GitHub
- Owner: bachi55
- License: bsd-2-clause
- Default Branch: master
- Homepage: http://pystruct.github.io
- Size: 11.7 MB
Statistics
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
- Releases: 0
Fork of pystruct/pystruct
Created over 5 years ago
· Last pushed over 7 years ago
https://github.com/bachi55/pystruct/blob/master/
[](https://travis-ci.org/pystruct/pystruct) [](https://pypi.python.org/pypi/pystruct/) [](https://github.com/pystruct/pystruct/blob/master/LICENSE) [](https://zenodo.org/badge/latestdoi/21369/pystruct/pystruct) PyStruct ======== PyStruct aims at being an easy-to-use structured learning and prediction library. Currently it implements only max-margin methods and a perceptron, but other algorithms might follow. The goal of PyStruct is to provide a well-documented tool for researchers as well as non-experts to make use of structured prediction algorithms. The design tries to stay as close as possible to the interface and conventions of [scikit-learn](http://scikit-learn.org). You can install pystruct using > pip install pystruct Some of the functionality (namely OneSlackSSVM and NSlackSSVM) requires that cvxopt is installed. See the [installation instructions](http://pystruct.github.io/intro.html) for more details. The full documentation and installation instructions can be found at the website: http://pystruct.github.io You can contact the authors either via the [mailing list](https://groups.google.com/forum/#!forum/pystruct) or on [github](https://github.com/pystruct/pystruct). Currently the project is mostly maintained by Andreas Mueller, but contributions are very welcome. Jean-Luc Meunier (Naver Labs Europe) contributed a new model and did some maintenance, in the course of the EU READ project. See [READ_Contribution.md](https://github.com/pystruct/pystruct/blob/master/READ_Contribution.md)
Owner
- Name: Eric Bach
- Login: bachi55
- Kind: user
- Location: Espoo, Finnland
- Company: Aalto University
- Website: https://www.linkedin.com/in/eric-bach-ml/
- Repositories: 10
- Profile: https://github.com/bachi55
Doctoral student in the field of Machine Learning, Bioinformatics and Computational Metabolomics.