https://github.com/pycroscopy/atomai

Deep and Machine Learning for Microscopy
https://github.com/pycroscopy/atomai

Keywords

deep-kernel-learning deep-learning electron-microscopy ensemble-learning fully-convolutional-networks google-colaboratory imaging jupyter-notebook machine-learning materials materials-science microscopy multivariate-analysis pytorch scanning-probe-microscopy semantic-segmentation variational-autoencoders

Keywords from Contributors

infrared spectroscopy measurements

Last synced: about 1 year ago
JSON representation

Acceptance Criteria

Revelant topics? true
External users? true
Open source license? true
Active? true
Fork? false

Repository metadata

Deep and Machine Learning for Microscopy

Host: GitHub
URL: https://github.com/pycroscopy/atomai
Owner: pycroscopy
License: mit
Created: 2020-09-04T06:08:25.000Z (almost 5 years ago)
Default Branch: master
Last Pushed: 2024-02-06T23:09:41.000Z (over 1 year ago)
Last Synced: 2024-05-16T06:23:21.888Z (about 1 year ago)
Topics: deep-kernel-learning, deep-learning, electron-microscopy, ensemble-learning, fully-convolutional-networks, google-colaboratory, imaging, jupyter-notebook, machine-learning, materials, materials-science, microscopy, multivariate-analysis, pytorch, scanning-probe-microscopy, semantic-segmentation, variational-autoencoders
Language: Python
Homepage: https://atomai.readthedocs.io/
Size: 194 MB
Stars: 181
Watchers: 11
Forks: 37
Open Issues: 10
Releases: 0
Metadata Files:
- Readme: README.md
- License: LICENSE

Owner metadata

Name: pycroscopy
Login: pycroscopy
Email: [email protected]
Kind: organization
Description:
Website: https://pycroscopy.github.io/pycroscopy/ecosystem.html
Location:
Twitter:
Company:
Icon url: https://avatars.githubusercontent.com/u/19730394?v=4
Repositories: 17
Last ynced at: 2023-03-04T03:40:40.320Z
Profile URL: https://github.com/pycroscopy

GitHub Events

Total

Create event: 27
Commit comment event: 2
Issues event: 21
Release event: 12
Watch event: 164
Member event: 1
Issue comment event: 46
Push event: 253
Pull request review event: 14
Pull request event: 134
Fork event: 31

Last Year

Commit comment event: 2
Create event: 4
Fork event: 10
Issue comment event: 15
Issues event: 10
Pull request event: 17
Pull request review event: 4
Push event: 85
Release event: 1
Watch event: 50

Committers metadata

Last synced: about 1 year ago

Total Commits: 1,262
Total Committers: 8
Avg Commits per committer: 157.75
Development Distribution Score (DDS): 0.465

Commits in past year: 10
Committers in past year: 2
Avg Commits per committer in past year: 5.0
Development Distribution Score (DDS) in past year: 0.4

Name	Email	Commits
ziatdinovmax	z**x@g**m	675
Maxim Ziatdinov	3****x	563
Ayana Ghosh	r**h@g**m	13
ahoust17	8****7	6
Arpan Biswas	a**2@g**m	2
Miguel Fuentes-Cabrera	m**a@g**m	1
Ayana Ghosh	7****2	1
The Codacy Badger	b**r@c**m	1

Committer domains:

codacy.com: 1

Issue and Pull Request metadata

Last synced: over 1 year ago

Total issues: 14
Total pull requests: 69
Average time to close issues: 1 day
Average time to close pull requests: about 8 hours
Total issue authors: 9
Total pull request authors: 7
Average comments per issue: 1.14
Average comments per pull request: 0.43
Merged pull request: 66
Bot issues: 0
Bot pull requests: 0

Past year issues: 6
Past year pull requests: 10
Past year average time to close issues: 1 day
Past year average time to close pull requests: about 9 hours
Past year issue authors: 5
Past year pull request authors: 3
Past year average comments per issue: 1.33
Past year average comments per pull request: 0.6
Past year merged pull request: 9
Past year bot issues: 0
Past year bot pull requests: 0

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/pycroscopy/atomai

Top Issue Authors

ziatdinovmax (5)
ramav87 (2)
darianSmalley (1)
ercius (1)
jamesafranke (1)
kevinroccapriore (1)
markcoletti (1)
miaoleixin1994 (1)
tommycwong (1)

Top Pull Request Authors

ziatdinovmax (58)
aghosh92 (5)
ahoust17 (2)
saimani5 (1)
gitter-badger (1)
arpanbiswas52 (1)
tommycwong (1)

Top Issue Labels

help wanted (4)
enhancement (4)
good first issue (2)
bug (2)

Top Pull Request Labels

enhancement (1)

Package metadata

Total packages: 2
Total downloads:
- pypi: 530 last-month
Total dependent packages: 0 (may contain duplicates)
Total dependent repositories: 1 (may contain duplicates)
Total versions: 58
Total maintainers: 1

proxy.golang.org: github.com/pycroscopy/atomai

Homepage:
Documentation: https://pkg.go.dev/github.com/pycroscopy/atomai#section-documentation
Licenses: mit
Latest release: v0.7.8 (published almost 2 years ago)
Last Synced: 2024-05-16T06:24:13.270Z (about 1 year ago)
Versions: 29
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent packages count: 9.049%
- Average: 9.627%
- Dependent repos count: 10.204%

pypi.org: atomai

Deep and machine learning for atom-resolved data

Homepage: https://github.com/pycroscopy/atomai/
Documentation: https://atomai.readthedocs.io/
Licenses: MIT license
Latest release: 0.7.8 (published almost 2 years ago)
Last Synced: 2024-05-16T06:24:10.171Z (about 1 year ago)
Versions: 29
Dependent Packages: 0
Dependent Repositories: 1
Downloads: 530 Last month
Rankings:
- Stargazers count: 5.546%
- Forks count: 6.769%
- Dependent packages count: 10.082%
- Average: 11.373%
- Downloads: 12.85%
- Dependent repos count: 21.62%
Maintainers (1)
- ziatdinovmax

Dependencies

.github/workflows/actions.yml actions

actions/checkout v2 composite
actions/setup-python v2 composite
codecov/codecov-action v1 composite

requirements.txt pypi

flake8 >=3.7.9
gdown >=3.8.1
gpytorch >=1.4.0,<1.7.0
matplotlib >=3.1.1
mendeleev <=0.6.1
networkx >=2.5
numpy >=1.16.4
opencv-python >=4.1.0
progressbar2 >=3.38.0
scikit-image >=0.16.2
scikit-learn >=0.22.1
scipy >=1.3.0
setuptools >=41.0.1
torch >=1.8.0
torchvision >=0.9.0

requirements_rtd.txt pypi

gpytorch >=1.4.0
matplotlib >=3.1.1
mendeleev <=0.6.1
numpy >=1.16.4
opencv-python >=4.1.0
progressbar2 >=3.38.0
recommonmark >=0.6.0
scikit-image >=0.16.2
scikit-learn >=0.22.1
scipy >=1.3.0
setuptools >=41.0.1
sphinx >=3.0.0
sphinx_autodoc_typehints >=1.11.0
sphinx_rtd_theme >=0.5.0

setup.py pypi

gpytorch >=1.9.1
matplotlib >=3.4
mendeleev <=0.6.1
networkx >=2.5
numpy >=1.18.5
opencv-python >=4.1.0
progressbar2 >=3.38.0
scikit-image >=0.16.2
scikit-learn >=0.22.1
scipy >=1.3.0
torch >=1.0.0
torchvision >=0.13.0

Score: 13.60835845906811

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