项目作者: Robert-Forrest

项目描述 :
Learns an underlying process via Gaussian Process Regression
高级语言: Python
项目地址: git://github.com/Robert-Forrest/GaussianProcessRegression.git
创建时间: 2019-05-15T09:07:50Z
项目社区:https://github.com/Robert-Forrest/GaussianProcessRegression

开源协议:MIT License

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Gaussian Process Regression

License: MIT

Regression Animation

This simple python project performs Gaussian process regression, without depending on any external libraries.

Gaussian process regression involves sampling from a distribution over all functions:
FunctionPosterior

Allowing us to make predictions based on a training data set consisting of samples from the true process:
FunctionPrediction

Uncertainty

License

This project is licensed under the terms of MIT license. See the LICENSE file for more info.