bond005/yandex-shifts-weather
The best solution of the Weather Prediction track in the Yandex Shifts challenge
This project offers a method for predicting weather temperature with an understanding of forecast uncertainty. It takes in historical weather data, including various atmospheric measurements, and outputs temperature predictions along with confidence levels. Data scientists and researchers focused on environmental modeling or complex prediction tasks would find this valuable.
No commits in the last 6 months.
Use this if you need highly accurate temperature predictions and critical insights into the reliability of those predictions, especially for research or challenging weather forecasting scenarios.
Not ideal if you need a quick, simple weather forecast for general consumer use or if you lack access to specialized computing resources like a CUDA-compatible GPU.
Stars
20
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1
Language
Jupyter Notebook
License
Apache-2.0
Category
Last pushed
Dec 09, 2021
Commits (30d)
0
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