greta_deps_spec: Specify python dependencies for greta

In greta-dev/greta: Simple and Scalable Statistical Modelling in R

Specify python dependencies for greta

Description

A helper function for specifying versions of Tensorflow (TF), Tensorflow Probability (TFP), and Python. Defaulting to 2.15.0, 0.23.0, and 3.10, respectively. You can specify the version that you want to install, but it will check if these are compatible. That is, if you specify versions of TF/TFP/Python which do not work with each other, it will error and give a suggested version to install. It does this by using a dataset, greta_deps_tf_tfp, to check if the versions of TF, TFP, and Python specified are compatible on your operating system. You can inspect this dataset with View(greta_deps_tf_tfp).

Usage

greta_deps_spec(
  tf_version = "2.15.0",
  tfp_version = "0.23.0",
  python_version = "3.10"
)

Arguments

tf_version	Character. Tensorflow (TF) version in format major.minor.patch. Default is "2.15.0".
tfp_version	Character.Tensorflow probability (TFP) version major.minor.patch. Default is "0.23.0".
python_version	Character. Python version in format major.minor.patch. Default is "3.10".

Value

data frame of valid dependencies

Examples

greta_deps_spec()
greta_deps_spec(tf_version = "2.15.0")
greta_deps_spec(tf_version = "2.15.0", tfp_version = "0.23.0")
greta_deps_spec(tf_version = "2.15.0", python_version = "3.10")
greta_deps_spec(
  tf_version = "2.15.0",
  tfp_version = "0.23.0",
  python_version = "3.10"
  )
# this will fail
## Not run: 
greta_deps_spec(
  tf_version = "2.11.0",
  tfp_version = "0.23.0",
  python_version = "3.10"
  )
  
## End(Not run)

greta-dev/greta documentation built on Dec. 21, 2024, 5:03 a.m.