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sktime-dl

DEPRECATED, now in sktime - companion package for deep learning based on TensorFlow

https://github.com/sktime/sktime-dl

Science Score: 23.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ○
    CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ○
    .zenodo.json file
  • ○
    DOI references
  • ○
    Academic publication links
  • ✓
    Committers with academic emails
    5 of 13 committers (38.5%) from academic institutions
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (4.3%) to scientific vocabulary

Keywords

deep-learning longitudinal-data machine-learning neural-networks panel-data scikit-learn time-series time-series-classification time-series-forecasting time-series-regression

Keywords from Contributors

data-mining time-series-anomaly-detection time-series-clustering time-series-segmentation anomaly-detection changepoint-detection sktime interactive distributions cycles
Last synced: 6 months ago · JSON representation

Repository

DEPRECATED, now in sktime - companion package for deep learning based on TensorFlow

Basic Info
  • Host: GitHub
  • Owner: sktime
  • License: bsd-3-clause
  • Language: Python
  • Default Branch: master
  • Homepage:
  • Size: 1.32 MB
Statistics
  • Stars: 598
  • Watchers: 18
  • Forks: 79
  • Open Issues: 6
  • Releases: 1
Topics
deep-learning longitudinal-data machine-learning neural-networks panel-data scikit-learn time-series time-series-classification time-series-forecasting time-series-regression
Created over 6 years ago · Last pushed over 1 year ago
Metadata Files
Readme Changelog Contributing License Code of conduct

README.rst 

``sktime-dl`` is currently being ported to mini-packages within ``sktime``, and no longer maintained as a separate package.

Most estimators formerly in ``sktime-dl`` are now available in the ``sktime.classification.deep_learning`` and ``sktime.regression.deep_learning`` modules, and maintained there.

Contributions are appreciated to port the rest!

To contribute, follow instructions in the umbrella planning issue https://github.com/sktime/sktime/issues/3351 on the ``sktime`` repo.

Owner

  • Name: sktime
  • Login: sktime
  • Kind: organization
  • Email: sktime.toolbox@gmail.com

A unified framework for machine learning with time series

GitHub Events

Total
  • Watch event: 4
  • Issue comment event: 1
Last Year
  • Watch event: 4
  • Issue comment event: 1

Committers

Last synced: 8 months ago

All Time
  • Total Commits: 428
  • Total Committers: 13
  • Avg Commits per committer: 32.923
  • Development Distribution Score (DDS): 0.738
Past Year
  • Commits: 4
  • Committers: 1
  • Avg Commits per committer: 4.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
Lucy l****n@o****m 112
James Large j****e@u****k 93
mloning m****7@u****k 78
Jack Russon 5****1 53
James Large 4****e 34
Tony Bagnall a****b@u****k 25
Aaron Bostrom a****1@g****m 8
Riyabelle25 r****e@e****n 6
Sandipan Goswami s****0@g****m 6
Withington W****n 5
Franz Király f****y@u****k 4
Markus m****g@g****m 3
dependabot[bot] 4****] 1
Committer Domains (Top 20 + Academic)
ucl.ac.uk: 2 uea.ac.uk: 2 es.iitr.ac.in: 1

Issues and Pull Requests

Last synced: 7 months ago

All Time
  • Total issues: 38
  • Total pull requests: 66
  • Average time to close issues: about 1 year
  • Average time to close pull requests: 3 months
  • Total issue authors: 24
  • Total pull request authors: 22
  • Average comments per issue: 2.79
  • Average comments per pull request: 2.53
  • Merged pull requests: 31
  • Bot issues: 0
  • Bot pull requests: 10
Past Year
  • Issues: 0
  • Pull requests: 2
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 1
  • Average comments per issue: 0
  • Average comments per pull request: 0.0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 2
View more stats
Top Authors
Issue Authors
  • James-Large (7)
  • TonyBagnall (3)
  • mloning (3)
  • jmrichardson (3)
  • james-large (2)
  • Withington (2)
  • ozkanuysal (1)
  • philwall3 (1)
  • jnrusson1 (1)
  • h3dema (1)
  • fkiraly (1)
  • lzrvch (1)
  • Sandy4321 (1)
  • saltazaur (1)
  • belinakim (1)
Pull Request Authors
  • dependabot[bot] (13)
  • TonyBagnall (11)
  • jnrusson1 (7)
  • mloning (7)
  • Withington (6)
  • Nanashi06 (5)
  • James-Large (4)
  • cedricdonie (3)
  • Sugam10 (2)
  • Gjacquenot (2)
  • Vasudeva-bit (2)
  • joshlk (1)
  • lzrvch (1)
  • tabhishek432 (1)
  • mahakkothari (1)
Top Labels
Issue Labels
bug (14) enhancement (13) implementing algorithms (5) good first issue (3) build / ci (2) documentation (2) help wanted (2) question (1)
Pull Request Labels
dependencies (13) enhancement (2)

Dependencies

.binder/requirements.txt pypi
  • matplotlib *
  • seaborn *
  • sktime-dl *
build_tools/requirements.txt pypi
  • coveralls *
  • flaky *
  • h5py >=3.1.0
  • keras ==2.5.0rc0
  • keras-self-attention *
  • matplotlib *
  • numpy ==1.19.2
  • pytest *
  • pytest-cov *
  • seaborn *
  • sktime ==0.6.1
  • tensorflow ==2.5.1
  • tensorflow_addons ==0.9.
maint_tools/requirements.txt pypi
  • colorama *
  • flake8 *
  • twine *
setup.py pypi
  • h5py >=3.1.0
  • keras ==2.5.0.rc0
  • keras-self-attention *
  • matplotlib *
  • seaborn *
  • sktime ==0.7.0
.github/workflows/build-and-test.yml actions
  • actions/checkout v2 composite
  • actions/setup-python v2 composite
Dockerfile docker
  • tensorflow/tensorflow 2.1.0-gpu-py3 build