simple-weather-app

simple-weather-app

Dmitriy Kisil (oysiyl) Publisher

Install latest/edge of simple-weather-app

Ubuntu 16.04 or later?

Make sure snap support is enabled in your Desktop store.


Install using the command line

sudo snap install simple-weather-app --edge

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simple-weather-app is only available on the unstable edge channel. It could break and change often.

Channel Version Published

Simple Weather App

Show temperature at your location (one value for current temperature, update each hour, another - 24 hours predictions for present day) as well as your city, country, and which day is today.

As an experimental option, you could see predictions for weather temperatures for the next 1, 7, 10 days(predict temperature at 12:00 AM in your city).

If your city not in DB, you will see all predictions are equal to temperature, which you got by the first visit. Each day for each available city in the DB script will update the parameter of temperature. And for each city script will create a machine learning model to predict temperature for the next 1, 7, 10 days.

From 1 to 10 observation LinearRegression model will be used for predictions in your city. After 10 days, a more complex RNN model will be used for predictions in your city.

Also (from version 2.3.0) added another ML model, which make prediction for temperatures for each of 24 hours for one day (chose LinearRegression) and update temperatures by hour each hour.

Code for backend part host on Google AppEngine. After sending the request, you should receive the result within one minute maximum.

If you want to know how it's working under the hood by looking into the code - welcome to visit github repo for backend(https://github.com/Oysiyl/Weather_app) and frontend(https://github.com/Oysiyl/simple-weather-app) parts

Details for simple-weather-app

License
unset
Last updated
9 February 2021

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Ubuntu 18.04
Ubuntu 20.04
Ubuntu 20.10

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