https://github.com/wherobots/geotorchai

GeoTorchAI: A Framework for Training and Using Spatiotemporal Deep Learning Models at Scale
https://github.com/wherobots/geotorchai

Keywords

classification-model convlstm-pytorch deep-learning deep-neural-networks deepsat prediction-model raster-data satellite-classification satellite-images segmentation-models sequence-models spatial-data-analysis spatio-temporal-analysis spatio-temporal-models spatio-temporal-prediction st-resnet

Keywords from Contributors

cluster-computing spatial-analysis spatial-query spatial-sql

Last synced: 11 months ago
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GeoTorchAI: A Framework for Training and Using Spatiotemporal Deep Learning Models at Scale


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Committers metadata

Last synced: over 1 year ago

Total Commits: 189
Total Committers: 6
Avg Commits per committer: 31.5
Development Distribution Score (DDS): 0.46

Commits in past year: 69
Committers in past year: 4
Avg Commits per committer in past year: 17.25
Development Distribution Score (DDS) in past year: 0.333

Name Email Commits
Kanchan Chowdhury 4****y 102
kanchanchy k****1@a****u 57
Mo Sarwat t****t@g****m 13
kanchanchy k****9@g****m 12
Mo Sarwat 9****t 4
Mohamed Sarwat m****t@a****u 1

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Issue and Pull Request metadata

Last synced: 11 months ago

Total issues: 33
Total pull requests: 34
Average time to close issues: about 1 month
Average time to close pull requests: 1 day
Total issue authors: 8
Total pull request authors: 2
Average comments per issue: 2.55
Average comments per pull request: 0.15
Merged pull request: 23
Bot issues: 0
Bot pull requests: 0

Past year issues: 3
Past year pull requests: 10
Past year average time to close issues: N/A
Past year average time to close pull requests: 2 days
Past year issue authors: 2
Past year pull request authors: 1
Past year average comments per issue: 0.0
Past year average comments per pull request: 0.3
Past year merged pull request: 1
Past year bot issues: 0
Past year bot pull requests: 0

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

Top Issue Authors

  • kanchanchy (15)
  • Sarwat (7)
  • jiayuasu (3)
  • MoSarwat (2)
  • raphaelnz (2)
  • Tensor10 (2)
  • rbavery (1)
  • surendra1234sharma (1)

Top Pull Request Authors

  • kanchanchy (32)
  • TrellixVulnTeam (2)

Top Issue Labels

  • enhancement (11)
  • bug (3)

Top Pull Request Labels


Dependencies

.github/workflows/ci.yml actions
  • actions/checkout v3 composite
  • actions/setup-python v3 composite
setup.py pypi
  • cdsapi *
  • kaggle *
  • numpy *
  • pandas *
  • rasterio *
  • scikit-image *
  • torch *
  • xarray *

Score: 7.93379687481541