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
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Snaps are applications packaged with all their dependencies to run on all popular Linux distributions from a single build. They update automatically and roll back gracefully.
Snaps are discoverable and installable from the Snap Store, an app store with an audience of millions.
Snap is available for CentOS 7.6+, and Red Hat Enterprise Linux 7.6+, from the Extra Packages for Enterprise Linux (EPEL) repository. The EPEL repository can be added to your system with the following command:
sudo yum install epel-release
Snap can now be installed as follows:
sudo yum install snapd
Once installed, the systemd unit that manages the main snap communication socket needs to be enabled:
sudo systemctl enable --now snapd.socket
To enable classic snap support, enter the following to create a symbolic link between /var/lib/snapd/snap and /snap:
sudo ln -s /var/lib/snapd/snap /snap
Either log out and back in again, or restart your system, to ensure snap’s paths are updated correctly.
To install simple-weather-app, simply use the following command:
sudo snap install simple-weather-app --edge
Browse and find snaps from the convenience of your desktop using the snap store snap.
Interested to find out more about snaps? Want to publish your own application? Visit snapcraft.io now.