https://github.com/sverrenystad/power-predictor
Using Machine Learning for time series forecasting of photovoltaic measurement for solar systems based on weather features
https://github.com/sverrenystad/power-predictor
Keywords
automl catboost exploratory-data-analysis feature-engineering feature-selection gradient-boosting kaggle-competition lstm machine-learning prophet-model random-forest regression renewable-energy solar-energy stacking time-series-forecasting xgboost
Keywords from Contributors
archiving measur transforms conversion observation animals generic compose optimize threads
Last synced: 11 months ago
JSON representation
Acceptance Criteria
- Revelant topics? true
- External users? true
- Open source license? true
- Active? true
- Fork? false
Repository metadata
Using Machine Learning for time series forecasting of photovoltaic measurement for solar systems based on weather features
- Host: GitHub
- URL: https://github.com/sverrenystad/power-predictor
- Owner: SverreNystad
- License: other
- Created: 2023-09-22T08:13:43.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2024-03-18T11:48:02.000Z (about 1 year ago)
- Last Synced: 2024-05-16T08:23:25.769Z (12 months ago)
- Topics: automl, catboost, exploratory-data-analysis, feature-engineering, feature-selection, gradient-boosting, kaggle-competition, lstm, machine-learning, prophet-model, random-forest, regression, renewable-energy, solar-energy, stacking, time-series-forecasting, xgboost
- Language: Jupyter Notebook
- Homepage:
- Size: 385 MB
- Stars: 6
- Watchers: 1
- Forks: 2
- Open Issues: 30
- Releases: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Owner metadata
- Name: Sverre Nystad
- Login: SverreNystad
- Email:
- Kind: user
- Description:
- Website:
- Location:
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/89105607?u=ad0dacd2306db0cabebdb0a3e9e26095731da49f&v=4
- Repositories: 1
- Last ynced at: 2023-04-30T23:37:22.551Z
- Profile URL: https://github.com/SverreNystad
GitHub Events
Total
- Issues event: 2
- Watch event: 4
- Delete event: 39
- Issue comment event: 36
- Push event: 7
- Public event: 1
- Pull request event: 81
- Fork event: 2
- Create event: 44
Last Year
- Create event: 44
- Delete event: 39
- Fork event: 2
- Issue comment event: 36
- Issues event: 2
- Public event: 1
- Pull request event: 81
- Push event: 7
- Watch event: 4
Committers metadata
Last synced: 12 months ago
Total Commits: 376
Total Committers: 7
Avg Commits per committer: 53.714
Development Distribution Score (DDS): 0.311
Commits in past year: 376
Committers in past year: 7
Avg Commits per committer in past year: 53.714
Development Distribution Score (DDS) in past year: 0.311
Name | Commits | |
---|---|---|
Sverre Nystad | s****d@g****m | 259 |
Gunnar Nystad | n****r@h****o | 80 |
Sverre Nystad | 8****d | 16 |
Gunnar | g****y@s****o | 8 |
Sverre Nystad | s****s@s****o | 7 |
pskoland | p****d@g****m | 5 |
dependabot[bot] | 4****] | 1 |
Committer domains:
- stud.ntnu.no: 2
- hotmail.no: 1
Issue and Pull Request metadata
Last synced: over 1 year ago
Total issues: 51
Total pull requests: 119
Average time to close issues: 26 days
Average time to close pull requests: 17 days
Total issue authors: 3
Total pull request authors: 3
Average comments per issue: 1.51
Average comments per pull request: 0.64
Merged pull request: 7
Bot issues: 0
Bot pull requests: 114
Past year issues: 51
Past year pull requests: 119
Past year average time to close issues: 26 days
Past year average time to close pull requests: 17 days
Past year issue authors: 3
Past year pull request authors: 3
Past year average comments per issue: 1.51
Past year average comments per pull request: 0.64
Past year merged pull request: 7
Past year bot issues: 0
Past year bot pull requests: 114
Top Issue Authors
- SverreNystad (39)
- Gunnar2908 (10)
- pskoland (2)
Top Pull Request Authors
- dependabot[bot] (114)
- SverreNystad (3)
- Gunnar2908 (2)
Top Issue Labels
- enhancement (4)
- help wanted (4)
- bug (4)
- epic (2)
Top Pull Request Labels
- dependencies (114)
Dependencies
- actions/checkout v3 composite
- actions/setup-python v3 composite
- codecov/codecov-action v3 composite
- Babel ==2.12.1
- Jinja2 ==3.1.2
- MarkupSafe ==2.1.3
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- importlib-metadata ==6.8.0
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- mpmath ==1.3.0
- nbclient ==0.8.0
- nbconvert ==7.8.0
- nbformat ==5.9.2
- nest-asyncio ==1.5.8
- networkx ==3.1
- nh3 ==0.2.14
- notebook ==7.0.4
- notebook_shim ==0.2.3
- numpy ==1.26.0
- overrides ==7.4.0
- packaging ==23.1
- pandas ==2.1.1
- pandocfilters ==1.5.0
- parso ==0.8.3
- pickleshare ==0.7.5
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- platformdirs ==3.10.0
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- prometheus-client ==0.17.1
- prompt-toolkit ==3.0.39
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- pure-eval ==0.2.2
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- pyloco ==0.0.139
- pyparsing ==3.1.1
- pytest ==7.4.2
- pytest-cov ==4.1.0
- python-dateutil ==2.8.2
- python-json-logger ==2.0.7
- python-slugify ==8.0.1
- pytz ==2023.3.post1
- pywinpty ==2.0.11
- pyzmq ==25.1.1
- qtconsole ==5.4.4
- readme-renderer ==42.0
- referencing ==0.30.2
- requests ==2.31.0
- requests-toolbelt ==1.0.0
- rfc3339-validator ==0.1.4
- rfc3986 ==2.0.0
- rfc3986-validator ==0.1.1
- rich ==13.5.3
- rpds-py ==0.10.3
- seaborn ==0.12.2
- six ==1.16.0
- sniffio ==1.3.0
- soupsieve ==2.5
- stack-data ==0.6.2
- sympy ==1.12
- terminado ==0.17.1
- text-unidecode ==1.3
- tinycss2 ==1.2.1
- tomli ==2.0.1
- torch ==2.0.1
- tornado ==6.3.3
- tqdm ==4.66.1
- traitlets ==5.10.0
- twine ==4.0.2
- typing ==3.7.4.3
- typing_extensions ==4.8.0
- tzdata ==2023.3
- uri-template ==1.3.0
- urllib3 ==2.0.5
- ushlex ==0.99.1
- wcwidth ==0.2.6
- webcolors ==1.13
- webencodings ==0.5.1
- websocket-client ==1.6.3
- widgetsnbextension ==4.0.9
- zipp ==3.17.0
Score: 5.529429087511423