IntenseShakyTurkey's Weather App

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  Weather dashboard

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  Graph of predictor model accuracy

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  AI chatbot for weather prediction and answer simple questions

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  AI chatbot can change the mood and language

Inspiration

We wanted to learn some about machine learning and time series forecasting.

What it does

The application uses a small LSTM model to predict the weather, and renders the information in a nice dashboard.

How we built it

We used js (express) and html for the frontend, and python (torch, flask) for the backend. We trained a model and then built an API endpoint for getting predictions from the model.

Challenges we ran into

Picking a good model architecture for the task was difficult.

Accomplishments that we're proud of

We learnt about time series forecasting and frontend UI

Built With

• express.js
• javascript
• python
• torch