gpflow.github.ioPublic Main documentation / landing page for the GPflow organisation GPflow/gpflow.github.io’s past year of commit activity 0Apache-2.0000UpdatedSep 26, 2022 tensorflow-intersphinxPublicForked frommr-ubik/tensorflow-intersphinx
Gaussian processes in TensorFlow. Contribute to GPflow/GPflow development by creating an account on GitHub.
在之前的一些介绍中,偶也给大家提到过一些高斯过程的实现工具,比如基于Matlab语言下的GPML(http://www.gaussianprocess.org/gpml/code/matlab/doc/),亦或者基于Python下的GPy(https://sheffieldml.github.io/GPy/),还有其他的比如GPstuff(https://research.cs.aalto.fi/pml/software/gpstuff/)等等,不错的工具箱,...
2017. https://github.com/GPflow.A. G. d. G. Matthews, M. van der Wilk, T. Nickson, K. Fujii, A. Boukouvalas, P. Leon-Villagra, Z. Ghahramani, and J. Hensman, "GPflow: A Gaussian process library using tensorflow," Journal of Machine Learning Research, vol. 18, no. 40, pp...
Github 地址： https://github.com/Alvin2580du/machine_learning_with_tensorflow.git # 导入需要的模块...
PB1、PB2、PB3 ... PBn项目分别执行下面操作：【添加】--【现有项】--【添加为链接的方式】，将...
特性:可使用TensorFlow在GPU上运行高斯过程任务。如果要用到贝叶斯优化且有可用的GPU计算资源,那GpFlowOpt库应该是上选。 使用方法及配置 使用方法: https://gpflowopt.readthedocs.io/en/latest/notebooks/hyperopt.html#Hyperparameter-optimization fromgpflowopt.domainimportContinuousParameterfromgpflowopt.objectiveimport...
我正在尝试 运行 2D space + 1D 时间的 GP 回归,具有约 8000 个观测值和具有 4 个 Matern 3/2 协方差函数的复合核——不仅仅是一个核可以处理。 如果能够将 GPR 计算分布在多个节点上而不是必须求助于变分 GP,那就太好了。 This github issue 解释了如何在 GPflow 1.0 中执行多线程,但我并不是在...
1,063commits Type Name Latest commit message Commit time GPflow adding binsize and explanation to Poisson likelihood 5 years ago doc Update bibtex for GPflow paper. 5 years ago notebooks Merge branch 'master' of github.com:GPflow/GPflow into tracer ...
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