rsatoolbox

Python library for Representational Similarity Analysis

https://github.com/rsagroup/rsatoolbox

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
9 of 30 committers (30.0%) from academic institutions
○
Institutional organization owner
○
JOSS paper metadata
○
Scientific vocabulary similarity
Low similarity (5.9%) to scientific vocabulary

Last synced: 6 months ago · JSON representation ·

Repository

Python library for Representational Similarity Analysis

Basic Info

Host: GitHub
Owner: rsagroup
License: mit
Language: Python
Default Branch: main
Homepage:
Size: 176 MB

Statistics

Stars: 217
Watchers: 14
Forks: 46
Open Issues: 52
Releases: 0

Created over 6 years ago · Last pushed 7 months ago

Metadata Files

Readme Contributing License Citation Authors

Representational Similarity Analysis 3.0

Conceived during the RSA retreat 2019 in Blue Mountains.

Documentation

Getting Started

To install the latest stable version of rsatoolbox with pip:

sh pip install rsatoolbox

or with conda:

sh conda install -c conda-forge rsatoolbox

here is a simple code sample:

python import numpy, rsatoolbox data = rsatoolbox.data.Dataset(numpy.random.rand(10, 5)) rdms = rsatoolbox.rdm.calc_rdm(data) rsatoolbox.vis.show_rdm(rdms)

Owner

Name: RSA development group
Login: rsagroup
Kind: organization

Repositories: 3
Profile: https://github.com/rsagroup

Development of the Toolbox for Representational Similarity Analysis

Citation (CITATION.cff)

cff-version: 1.2.0
date-released: "2024-08-24"
title: "rsatoolbox"
message: "If you use this software, please cite the pre-print."
authors:
  - name: "RSA toolbox authors (See AUTHORS file)"
repository-code: "https://github.com/rsagroup/rsatoolbox"
type: software
license: MIT
version: 0.2
url: "https://rsatoolbox.readthedocs.io/"
preferred-citation:
  type: "article"
  publisher:
    name: "Cold Spring Harbor Laboratory"
  doi: "10.1101/2025.05.22.655542"
  date-released: "2025-05-22"
  journal: "bioRxiv"
  title: "A Python Toolbox for Representational Similarity Analysis"
  authors:
    - family-names: "van den Bosch"
      given-names: "Jasper JF"
      orcid: "https://orcid.org/0000-0001-9326-2090"
    - family-names: "Golan"
      given-names: "Tal"
      orcid: "https://orcid.org/0000-0002-7940-7473"
    - family-names: "Peters"
      given-names: "Benjamin"
      orcid: "https://orcid.org/0000-0002-0948-8976"
    - family-names: "Taylor"
      given-names: "JohnMark"
      orcid: "https://orcid.org/0000-0002-1034-6860"
    - family-names: "Shahbazi"
      given-names: "Mahdiyar"
      orcid: "https://orcid.org/0000-0002-4883-4376"
    - family-names: "Lin"
      given-names: "Baihan"
      orcid: "https://orcid.org/0000-0002-7979-5509"
    - family-names: "Charest"
      given-names: "Ian"
      orcid: "https://orcid.org/0000-0002-3939-3003"
    - family-names: "Diedrichsen"
      given-names: "Joern"
      orcid: "https://orcid.org/0000-0003-0264-8532"
    - family-names: "Kriegeskorte"
      given-names: "Nikolaus"
      orcid: "https://orcid.org/0000-0001-7433-9005"
    - family-names: "Mur"
      given-names: "Marieke"
      orcid: "https://orcid.org/0000-0003-1749-9058"
    - family-names: "Schuett"
      given-names: "Heiko"
      orcid: "https://orcid.org/0000-0002-2491-5710"

GitHub Events

Total

Issues event: 15
Watch event: 28
Delete event: 5
Issue comment event: 24
Push event: 28
Pull request review event: 2
Pull request event: 18
Fork event: 9
Create event: 4

Last Year

Issues event: 15
Watch event: 28
Delete event: 5
Issue comment event: 24
Push event: 28
Pull request review event: 2
Pull request event: 18
Fork event: 9
Create event: 4

Committers

Last synced: almost 3 years ago

All Time

Total Commits: 1,570
Total Committers: 30
Avg Commits per committer: 52.333
Development Distribution Score (DDS): 0.507

Top Committers

Name	Email	Commits
Heiko Schuett	h**t@n**u	774
Jasper van den Bosch	j**i@g**m	232
Jasper van den Bosch	s**e@s**m	147
Baihan Lin	n**e@g**u	136
Johan Carlin	j**n@g**m	45
Benjamin Peters	b**s@p**e	30
Cai	m**l@c**m	30
Joern Diedrichsen	j**n@g**m	29
Alex	a**s@m**g	23
lajnd	d**h@g**m	22
Mahdiyar Shahbazi	7**7@u**m	17
Ian Charest	i**t@b**k	13
unknown	n**5@c**u	12
Charles Guan	c**n@c**u	12
Heiko Schütt	h**t@u**e	11
Baihan Lin	d**h@g**m	5
Alex	a**x@a**n	4
Charles Guan	c**4@g**m	4
Cai	c**i@c**t	4
eberlot	E**a@E**l	3
Jasper	v**f@b**k	3
Benjamin-Peters	4**s@u**m	2
Daniel Lindh	p**h@u**l	2
Ian Charest	i**t@u**m	2
Stephen Mazurchuk	s**k@g**m	2
Nikolaus Kriegeskorte	n**5@a**u	2
g14r	g**i@g**m	1
Lukas Neugebauer	l**r@u**e	1
Tal-Golan	g**l@g**m	1
saarbuckle	s**e@g**m	1

Committer Domains (Top 20 + Academic)

bham.ac.uk: 2 uke.de: 1 adcu.columbia.edu: 1 uva.nl: 1 caiwingfield.net: 1 arch-precision.localdomain: 1 uni-tuebingen.de: 1 caltech.edu: 1 columbia.edu: 1 mailbox.org: 1 caiwingfield.com: 1 posteo.de: 1 gatech.edu: 1 somewhere.com: 1 nyu.edu: 1

Issues and Pull Requests

Last synced: 6 months ago

All Time

Total issues: 117
Total pull requests: 109
Average time to close issues: 7 months
Average time to close pull requests: 3 months
Total issue authors: 39
Total pull request authors: 24
Average comments per issue: 1.9
Average comments per pull request: 0.79
Merged pull requests: 93
Bot issues: 0
Bot pull requests: 0

Past Year

Issues: 14
Pull requests: 22
Average time to close issues: about 1 month
Average time to close pull requests: 5 days
Issue authors: 9
Pull request authors: 8
Average comments per issue: 0.57
Average comments per pull request: 0.18
Merged pull requests: 14
Bot issues: 0
Bot pull requests: 0

View more stats

Top Authors

Issue Authors

ilogue (24)
JasperVanDenBosch (19)
caiw (8)
Aceticia (6)
HeikoSchuett (6)
andreifoldes (4)
alexeperon (4)
pgupta013 (3)
jones-michael-s (3)
psychNerdJae (3)
TamerGezici (2)
mnlmrc (2)
El-Suri (2)
smazurchuk (2)
JonathanShor (2)

Pull Request Authors

HeikoSchuett (38)
JasperVanDenBosch (27)
ilogue (17)
caiw (11)
jdiedrichsen (3)
doerlbh (3)
bogpetre (2)
johnmarktaylor91 (2)
Benjamin-Peters (2)
qian-chu (2)
ahwillia (2)
neukym (2)
TamerGezici (2)
Tal-Golan (2)
Aceticia (2)

Top Labels

Issue Labels

bug (6) enhancement (6) searchlight (5) good first issue (5) documentation (2)

Pull Request Labels

one-line fix (1) bug (1)

Packages

Total packages: 3
Total downloads:
- pypi 3,349 last-month
Total docker downloads: 11

Total dependent packages: 1
(may contain duplicates)
Total dependent repositories: 3
(may contain duplicates)
Total versions: 76
Total maintainers: 2

pypi.org: rsatoolbox

Representational Similarity Analysis (RSA) in Python

Documentation: https://rsatoolbox.readthedocs.io/
License: mit
Latest release: 0.3.0
published 8 months ago

Versions: 63
Dependent Packages: 1
Dependent Repositories: 3
Downloads: 3,349 Last month
Docker Downloads: 11

Rankings

Docker downloads count: 4.0%

Downloads: 4.3%

Dependent packages count: 4.8%

Average: 5.5%

Dependent repos count: 9.0%

Maintainers (1)

rsagroup

Last synced: 6 months ago

proxy.golang.org: github.com/rsagroup/rsatoolbox

Documentation: https://pkg.go.dev/github.com/rsagroup/rsatoolbox#section-documentation
License: mit
Latest release: v0.3.0
published 8 months ago

Versions: 12
Dependent Packages: 0
Dependent Repositories: 0

Rankings

Dependent packages count: 5.6%

Average: 5.8%

Dependent repos count: 6.0%

Last synced: 6 months ago

spack.io: py-rsatoolbox

Representational Similarity Analysis (RSA) in Python.

Homepage: https://github.com/rsagroup/rsatoolbox
License: []
Latest release: 0.0.3
published almost 4 years ago

Versions: 1
Dependent Packages: 0
Dependent Repositories: 0

Rankings

Dependent repos count: 0.0%

Forks count: 17.7%

Stargazers count: 18.0%

Average: 23.2%

Dependent packages count: 57.3%

Maintainers (1)

adamjstewart

Last synced: 6 months ago

Dependencies

docs/requirements.txt pypi

ipykernel *
nbsphinx *
nbsphinx-link *
sphinx *

requirements.txt pypi

coverage *
h5py *
joblib *
matplotlib *
numpy >=1.21.2
pandas *
petname ==2.2
scikit-image *
scikit-learn *
scipy *
tqdm *

tests/requirements.txt pypi

coverage *
h5py *
joblib *
matplotlib *
numpy *
parameterized *
pytest *
scikit-image *
scikit-learn *
scipy *
tqdm *

.github/workflows/publish.yml actions

actions/download-artifact v3 composite
pypa/gh-action-pypi-publish v1.5.1 composite

.github/workflows/testbuild.yml actions

actions/checkout v3 composite
actions/setup-python v4 composite
actions/upload-artifact v3 composite
pypa/cibuildwheel v2.11.1 composite

rsatoolbox

Science Score: 54.0%

Repository

Basic Info

Statistics

Metadata Files

README.md

Representational Similarity Analysis 3.0

Getting Started

Owner

Citation (CITATION.cff)

GitHub Events

Total

Last Year

Committers

All Time

Top Committers

Committer Domains (Top 20 + Academic)

Issues and Pull Requests

All Time

Past Year

Top Authors

Issue Authors

Pull Request Authors

Top Labels

Issue Labels

Pull Request Labels

Packages

pypi.org: rsatoolbox

Rankings

Maintainers (1)

proxy.golang.org: github.com/rsagroup/rsatoolbox

Rankings

spack.io: py-rsatoolbox

Rankings

Maintainers (1)

Dependencies