Renewcast
Forecasting renewable energy generation in EU countries with machine learning algorithms, based on Streamlit and sktime.
https://github.com/derevirn/renewcast
Keywords
machine-learning pycaret renewable-energy streamlit time-series time-series-forecasting
Last synced: over 1 year ago
JSON representation
Acceptance Criteria
- Revelant topics? true
- External users? false
- Open source license? false
- Active? true
- Fork? false
Repository metadata
Renewcast: Forecasting Renewable Electricity Generation in EU Countries.
- Host: GitHub
- URL: https://github.com/derevirn/renewcast
- Owner: derevirn
- Created: 2020-08-08T20:43:09.000Z (over 4 years ago)
- Default Branch: master
- Last Pushed: 2023-02-18T18:27:49.000Z (about 2 years ago)
- Last Synced: 2024-01-21T03:32:36.090Z (over 1 year ago)
- Topics: machine-learning, pycaret, renewable-energy, streamlit, time-series, time-series-forecasting
- Language: Jupyter Notebook
- Homepage: http://renewcast.giannis.io
- Size: 6.11 MB
- Stars: 36
- Watchers: 3
- Forks: 16
- Open Issues: 0
- Releases: 0
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Metadata Files:
- Readme: README.md
README.md
Renewcast
A dashboard app that provides forecasts for renewable electricity generation in EU countries, based on Streamlit and PyCaret . Users can select the country and the forecasting model of their preference, ranging from classical approaches to machine learning models. The app has been deployed to Oracle Cloud and is available here.
Towards Data Science Article:
Forecasting Renewable Energy Generation with Streamlit and sktime
(The source code has been significantly updated after I published this article, so click here for the old version.)
Owner metadata
- Name: Giannis Tolios
- Login: derevirn
- Email:
- Kind: user
- Description:
- Website: https://giannis.io
- Location:
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/9198526?u=b015dcf3ff3c1df26cec6808cb1924e440392f6e&v=4
- Repositories: 3
- Last ynced at: 2023-03-06T12:32:15.867Z
- Profile URL: https://github.com/derevirn
GitHub Events
Total
- Watch event: 34
- Push event: 56
- Fork event: 20
- Create event: 3
Last Year
- Fork event: 1
- Push event: 6
- Watch event: 7
Committers metadata
Last synced: over 1 year ago
Total Commits: 60
Total Committers: 1
Avg Commits per committer: 60.0
Development Distribution Score (DDS): 0.0
Commits in past year: 38
Committers in past year: 1
Avg Commits per committer in past year: 38.0
Development Distribution Score (DDS) in past year: 0.0
| Name | Commits | |
|---|---|---|
| Giannis Tolios | d****n@g****m | 60 |
Committer domains:
Issue and Pull Request metadata
Last synced: over 1 year ago
Total issues: 0
Total pull requests: 0
Average time to close issues: N/A
Average time to close pull requests: N/A
Total issue authors: 0
Total pull request authors: 0
Average comments per issue: 0
Average comments per pull request: 0
Merged pull request: 0
Bot issues: 0
Bot pull requests: 0
Past year issues: 0
Past year pull requests: 0
Past year average time to close issues: N/A
Past year average time to close pull requests: N/A
Past year issue authors: 0
Past year pull request authors: 0
Past year average comments per issue: 0
Past year average comments per pull request: 0
Past year merged pull request: 0
Past year bot issues: 0
Past year bot pull requests: 0
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Dependencies
- entsoe-py ==0.4.3
- pycaret ==3.0.0rc2
- python-dotenv *
- statsforecast ==0.5.6
- streamlit ==1.10.0
Score: 3.58351893845611