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check-shapes

Library for annotating and checking tensor shapes.

https://github.com/gpflow/check_shapes

Science Score: 54.0%

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

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ○
    DOI references
  • ○
    Academic publication links
  • ✓
    Committers with academic emails
    12 of 88 committers (13.6%) from academic institutions
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (6.6%) to scientific vocabulary

Keywords from Contributors

jax
Last synced: 6 months ago · JSON representation ·

Repository

Library for annotating and checking tensor shapes.

Basic Info
  • Host: GitHub
  • Owner: GPflow
  • License: apache-2.0
  • Language: Python
  • Default Branch: develop
  • Size: 172 MB
Statistics
  • Stars: 8
  • Watchers: 5
  • Forks: 1
  • Open Issues: 9
  • Releases: 5
Created over 3 years ago · Last pushed about 1 year ago
Metadata Files
Readme Contributing License Citation

README.md

check_shapes

check_shapes is a library for annotating and checking tensor shapes. For example:

```python import tensorflow as tf

from gpflow.experimental.checkshapes import checkshapes

@tf.function @checkshapes( "features: [batch..., nfeatures]", "weights: [nfeatures]", "return: [batch...]", ) def linearmodel(features: tf.Tensor, weights: tf.Tensor) -> tf.Tensor: return tf.einsum("...i,i -> ...", features, weights) ```

For more information see our documentation.

Installation

The recommended way to install check_shapes is from pypi:

bash pip install check_shapes

From source

To develop check_shapes, check it out from GitHub:

bash git clone git@github.com:GPflow/check_shapes.git

We use Poetry to install and manage dependencies. Follow their instructions for how to install Poetry itself. Then:

bash cd check_shapes poetry install

To check you installation run our tests:

bash poetry run task test

For testing with different versions of Python and dependencies, see the poetryenv script.

Owner

  • Name: GPflow
  • Login: GPflow
  • Kind: organization

Citation (CITATION.cff) 

cff-version: 1.2.0
title: check_shapes
message: >-
  If you use this software, please cite it using the
  metadata from this file.
type: software
authors:
  - given-names: Jesper
    family-names: Nielsen
    email: jespernielsen1982+check_shapes@gmail.com
    affiliation: Secondmind
repository-code: 'https://github.com/GPflow/check_shapes'
abstract: >-
  A library for annotating and checking tensor
  shapes.
license: Apache-2.0

GitHub Events

Total
  • Watch event: 1
  • Push event: 10
Last Year
  • Watch event: 1
  • Push event: 10

Committers

Last synced: almost 3 years ago

All Time
  • Total Commits: 1,966
  • Total Committers: 88
  • Avg Commits per committer: 22.341
  • Development Distribution Score (DDS): 0.745
Top Committers
Name Email Commits
Artem Artemev a****v@g****m 501
James Hensman j****n@g****m 482
st-- s****-@u****m 180
alexggmatthews a****s@g****m 154
Jesper Nielsen 4****e@u****m 148
Mark van der Wilk m****0@c****k 73
James Hensman j****s@p****o 47
Sergio Diaz s****z@p****o 46
Vincent Dutordoir d****v@g****m 39
ST John st@p****o 28
PabloLeon p****l@u****e 19
Eric Hammy 6****s@u****m 19
joelberkeley-pio j****y@p****o 18
mqbssaby a****s@g****m 18
John Mcleod 4****d@u****m 17
Markus Kaiser m****r@i****e 15
Hugh Salimbeni h****i@g****m 12
Rasmus Bonnevie r****o@d****k 12
Mark van der Wilk m****k@p****o 10
fujiisoup f****p@g****m 9
Joachim van der Herten j****n@u****e 7
Joe Hall j****7@g****m 5
Alessandro Davide Ialongo a****o@g****m 5
Mark van der Wilk m****w@g****m 4
Keisuke Fujii f****p@g****m 4
gustavocmv 4****v@u****m 3
Jesper Nielsen j****r@p****o 3
Andrew Liubinas 4****8@u****m 3
Adrià Garriga a****a@g****m 3
Alessandro Davide Ialongo i****g@u****m 3
and 58 more...
Committer Domains (Top 20 + Academic)
prowler.io: 9 cam.ac.uk: 2 dtu.dk: 2 uos.de: 1 in.tum.de: 1 ugent.be: 1 ic.ac.uk: 1 gmx.net: 1 ebi.ac.uk: 1 sohonet.com: 1 my.bristol.ac.uk: 1 rwth-aachen.de: 1 earth.li: 1 data61.csiro.au: 1 sheffield.ac.uk: 1 live.co.uk: 1 robots.ox.ac.uk: 1 insysion.net: 1

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 18
  • Total pull requests: 32
  • Average time to close issues: 18 days
  • Average time to close pull requests: 3 days
  • Total issue authors: 6
  • Total pull request authors: 3
  • Average comments per issue: 0.78
  • Average comments per pull request: 0.06
  • Merged pull requests: 28
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • jesnie (13)
  • westinhuang (1)
  • Corwinpro (1)
  • frgsimpson (1)
  • oysstu (1)
  • uri-granta (1)
Pull Request Authors
  • jesnie (29)
  • westinhuang (2)
  • uri-granta (1)
Top Labels
Issue Labels
enhancement (5) bug (2)
Pull Request Labels

Packages

  • Total packages: 1
  • Total downloads:
    • pypi 20,335 last-month
  • Total docker downloads: 94
  • Total dependent packages: 1
  • Total dependent repositories: 8
  • Total versions: 5
  • Total maintainers: 1
pypi.org: check-shapes

A library for annotating and checking the shapes of tensors.

  • Versions: 5
  • Dependent Packages: 1
  • Dependent Repositories: 8
  • Downloads: 20,335 Last month
  • Docker Downloads: 94
Rankings
Docker downloads count: 2.7%
Downloads: 3.1%
Dependent packages count: 4.7%
Dependent repos count: 5.2%
Average: 11.0%
Stargazers count: 20.3%
Forks count: 29.8%
Maintainers (1)
jesnie
Last synced: 6 months ago

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