sorn: A Python package for Self Organizing Recurrent Neural Network
sorn: A Python package for Self Organizing Recurrent Neural Network - Published in JOSS (2021)
https://github.com/saran-nns/sorn
Keywords
associative-networks autonomous-agents bolzmann-machines brain-inspired-computing complex-networks cortical-learning cortical-network hebbian-learning hopfield-network machine-learning neuro-computing neuroinformatics neuroplasticity point-neurons reinforcement-learning reservoir-computing self-organizing-criticality self-organizing-network sorn
Last synced: 2 months ago
JSON representation
Acceptance Criteria
- Revelant topics? false
- External users? true
- Open source license? true
- Active? true
- Fork? false
Repository metadata
PyPi Package of Self-Organizing Recurrent Neural Networks (SORN) and Neuro-robotics using OpenAI Gym
- Host: GitHub
- URL: https://github.com/saran-nns/sorn
- Owner: Saran-nns
- License: mit
- Created: 2019-03-09T23:11:40.000Z (almost 7 years ago)
- Default Branch: master
- Last Pushed: 2024-09-04T13:15:47.000Z (over 1 year ago)
- Last Synced: 2025-10-26T01:13:58.758Z (2 months ago)
- Topics: associative-networks, autonomous-agents, bolzmann-machines, brain-inspired-computing, complex-networks, cortical-learning, cortical-network, hebbian-learning, hopfield-network, machine-learning, neuro-computing, neuroinformatics, neuroplasticity, point-neurons, reinforcement-learning, reservoir-computing, self-organizing-criticality, self-organizing-network, sorn
- Language: Python
- Homepage:
- Size: 33.2 MB
- Stars: 38
- Watchers: 2
- Forks: 3
- Open Issues: 0
- Releases: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE.md
- Citation: CITATION.cff
- Zenodo: .zenodo.json
Owner metadata
- Name: Saranraj Nambusubramaniyan
- Login: Saran-nns
- Email:
- Kind: user
- Description: Comp. Neuroscience, Deep RL, State-space & Generative models. Professional account @sarannns
- Website:
- Location: Chemnitz
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/13406046?u=78c863b145d1db8aaa29a8bc572c615b63c464b6&v=4
- Repositories: 6
- Last ynced at: 2025-04-17T01:06:44.746Z
- Profile URL: https://github.com/Saran-nns
GitHub Events
Total
- Watch event: 5
Last Year
- Watch event: 5
Committers metadata
Last synced: 2 months ago
Total Commits: 948
Total Committers: 2
Avg Commits per committer: 474.0
Development Distribution Score (DDS): 0.363
Commits in past year: 0
Committers in past year: 0
Avg Commits per committer in past year: 0.0
Development Distribution Score (DDS) in past year: 0.0
| Name | Commits | |
|---|---|---|
| saran_nns | s****s@h****m | 604 |
| Saran-nns | s****s@o****m | 344 |
Issue and Pull Request metadata
Last synced: 3 months ago
Total issues: 23
Total pull requests: 24
Average time to close issues: 28 days
Average time to close pull requests: about 13 hours
Total issue authors: 6
Total pull request authors: 3
Average comments per issue: 1.7
Average comments per pull request: 0.54
Merged pull request: 17
Bot issues: 0
Bot pull requests: 1
Past year issues: 0
Past year pull requests: 1
Past year average time to close issues: N/A
Past year average time to close pull requests: 10 minutes
Past year issue authors: 0
Past year pull request authors: 1
Past year average comments per issue: 0
Past year average comments per pull request: 1.0
Past year merged pull request: 1
Past year bot issues: 0
Past year bot pull requests: 0
Top Issue Authors
- Saran-nns (13)
- janfreyberg (3)
- janfb (3)
- wardnath (2)
- Delwddrylliwr (1)
- pyup-bot (1)
Top Pull Request Authors
- Saran-nns (19)
- pyup-bot (5)
- dependabot[bot] (1)
Top Issue Labels
- bug (4)
- enhancement (3)
- question (3)
- duplicate (2)
- good first issue (2)
- invalid (1)
Top Pull Request Labels
- enhancement (2)
- dependencies (1)
Package metadata
- Total packages: 1
-
Total downloads:
- pypi: 799 last-month
- Total dependent packages: 0
- Total dependent repositories: 1
- Total versions: 64
- Total maintainers: 1
pypi.org: sorn
Self-Organizing Recurrent Neural Networks
- Homepage: https://github.com/Saran-nns/sorn
- Documentation: https://sorn.readthedocs.io/
- Licenses: OSI Approved :: MIT License
- Latest release: 0.7.4 (published over 3 years ago)
- Last Synced: 2025-10-26T01:19:13.247Z (2 months ago)
- Versions: 64
- Dependent Packages: 0
- Dependent Repositories: 1
- Downloads: 799 Last month
-
Rankings:
- Dependent packages count: 10.126%
- Stargazers count: 12.955%
- Forks count: 16.872%
- Average: 18.427%
- Dependent repos count: 21.545%
- Downloads: 30.64%
- Maintainers (1)
Dependencies
- certifi ==2018.11.29
- cycler ==0.10.0
- ipykernel *
- ipywidgets *
- kiwisolver ==1.0.1
- matplotlib ==3.0.3
- nbsphinx *
- networkx ==2.4
- numpy ==1.16.2
- pandas ==0.24.1
- pyparsing ==2.3.1
- python-dateutil ==2.8.0
- pytz ==2018.9
- scipy ==1.2.1
- seaborn ==0.9.0
- six ==1.12.0
- sphinx-copybutton *
- sphinxcontrib-bibtex *
- sphinxcontrib-svg2pdfconverter *
- tqdm ==4.31.1
- wincertstore ==0.2
- certifi *
- configparser *
- cycler *
- kiwisolver *
- matplotlib *
- networkx *
- numpy *
- pandas *
- pyparsing *
- python-dateutil *
- pytz *
- scipy *
- seaborn *
- six *
- tqdm *
- wincertstore *
- configparser *
- networkx *
- numpy *
- pandas *
- scipy *
- seaborn *
- actions/checkout v2 composite
- actions/setup-python v2 composite
- codecov/codecov-action v1 composite
- actions/checkout v2 composite
- actions/upload-artifact v1 composite
- openjournals/openjournals-draft-action master composite
- python 3.8 build
Score: 11.01659428735469