Bask

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Inspiration

The fight against climate change

What it does

Bask utilizes AI to predict solar panel power outputs

How we built it

We trained an AI model utilizing a dataset of historical weather information and solar outputs for varying locations around the globe

Challenges we ran into

Communication issues within the team

Accomplishments that we're proud of

Getting a completed and useful product that utilizes AI to assist in the fight against climate change

What we learned

Throughout the development process, our team learned useful information about training machine learning models

What's next for Bask

We will continue to improve our product to help in the fight against climate change

Built With

• horizontal-photovoltaic-power-output-dataset
• ipyleaflet
• ipywidgets
• jupyter
• lightgbm
• python
• visual-crossing-weather-api
• xgboost