项目作者: georgekosmidis

项目描述 :
A sample that predicts the global average land temperature, based on ML.NET
高级语言: C#
项目地址: git://github.com/georgekosmidis/Microsoft.ML.Forecasting.GlobalTemperature.git


Microsoft.ML.Forecasting.GlobalTemperature

This is just a sample that predicts the global average land temperature. In machine learning, the prediction of specific numeric values based on past observed data, is known as regression.

Details

It actually contains two samples, one as a proof of concept for known temperatures to compare results, and one for random future months.

Dataset

The original data comes from a public dataset: https://www.kaggle.com/berkeleyearth/climate-change-earth-surface-temperature-data/data?select=GlobalTemperatures.csv

Demo

Test Image 1

For more examples check https://github.com/dotnet/machinelearning-samples/tree/master/samples