From abde49e7e84fbe52849fe6ccebcedc9d85564d1c Mon Sep 17 00:00:00 2001 From: Daniel Emaasit Date: Mon, 3 Dec 2018 11:20:29 -0500 Subject: [PATCH 1/2] add constant mean function for gpr --- pmlearn/__init__.py | 2 +- pmlearn/gaussian_process/gpr.py | 6 +++--- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/pmlearn/__init__.py b/pmlearn/__init__.py index 41a115e..98e3329 100644 --- a/pmlearn/__init__.py +++ b/pmlearn/__init__.py @@ -10,7 +10,7 @@ See http://pymc-learn.org for complete documentation. """ -__version__ = '0.0.1.rc2' +__version__ = '0.0.1.rc3' __all__ = ['gaussian_process', 'linear_model', diff --git a/pmlearn/gaussian_process/gpr.py b/pmlearn/gaussian_process/gpr.py index 4f41373..0c06a03 100644 --- a/pmlearn/gaussian_process/gpr.py +++ b/pmlearn/gaussian_process/gpr.py @@ -144,7 +144,7 @@ def create_model(self): if self.prior_mean is None: mean_function = pm.gp.mean.Zero() else: - mean_function = self.prior_mean + mean_function = pm.gp.mean.Constant(c=self.prior_mean) self.gp = pm.gp.Latent(mean_func=mean_function, cov_func=cov_function) @@ -259,7 +259,7 @@ def create_model(self): if self.prior_mean is None: mean_function = pm.gp.mean.Zero() else: - mean_function = self.prior_mean + mean_function = pm.gp.mean.Constant(c=self.prior_mean) self.gp = pm.gp.Latent(mean_func=mean_function, cov_func=cov_function) @@ -373,7 +373,7 @@ def create_model(self): if self.prior_mean is None: mean_function = pm.gp.mean.Zero() else: - mean_function = self.prior_mean + mean_function = pm.gp.mean.Constant(c=self.prior_mean) self.gp = pm.gp.MarginalSparse(mean_func=mean_function, cov_func=cov_function, From 24c8534f2e4ae815e4e7d2aa23a1ebf003b191ac Mon Sep 17 00:00:00 2001 From: Daniel Emaasit Date: Thu, 20 Jun 2019 11:50:54 -0400 Subject: [PATCH 2/2] fixed pymc3 and theano versions fixed pymc3 to version 3.4.1 and theano to version 1.0.4 --- requirements.txt | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/requirements.txt b/requirements.txt index 8b22fe9..4390a4b 100644 --- a/requirements.txt +++ b/requirements.txt @@ -4,10 +4,10 @@ matplotlib>=2.1.1 numpy>=1.13.1 numpydoc>=0.7.0 pandas>=0.21.1 -pymc3>=3.4.1 +pymc3==3.4.1 scikit-learn>=0.19.1 scipy>=1.0.0 seaborn>=0.8.1 six>=1.10.0 -theano>=1.0.0 +theano>=1.0.4 tqdm>=4.8.4 pFad - Phonifier reborn

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