BayesFusion Support Forum

I am using the 2.4.0 version of pysmile.


Name: pysmile Version: 2.4.0
Summary: BayesFusion's SMILE wrapper
Home-page: [https://bayesfusion.com/](https://bayesfusion.com/)
Author: BayesFusion LLC Author-email: support@bayesfusion.com


In my local machine, my Linux is cutting edge, and there ...

cont_net = pysmile.Network()

# Here the node is not added in order ABCD, but CABD
C = create_cont_node(cont_net, "C", "C", 10, 40)
A = create_cont_node(cont_net, "A", "A", 10, 20)
B = create_cont_node(cont_net, "B", "B", 10, 30)
D = create_cont_node(cont_net, "D", "D", 10, 50)

cont_net.add_arc(C ...

Let us discuss this section of the code below:


em = pysmile.learning.EM()

try:
matching = cate_ds.match_network(cate_net)
except pysmile.SMILEException:
print("Can't automatically match network with dataset")
#endtry

em.set_uniformize_parameters(False)
em.set_randomize_parameters(False)
em ...

Currently I am just learning how to use the package. My final goal is to use it for real-world project.

In a real-world project, we want to first use our own causal discovery algorithm to generate the skeleton of the network (like the PC algorithm outputs the skeleton of the network), then we want ...

Dear Community,

I am following the PDF version of the tutorial for SMILE wrappers, specifically for the Python language.

I tried to simulate a network with continuous variables only.

1. In this sample code, I first simulate a dataset based on a predefined formula as follows:

C = Normal(0, 1 ...

Dear Community,

I am following the PDF version of the tutorial for SMILE wrappers, specifically for the Python language.

I tried to simulate a network with categorical variables only.

Simulate categorical variables A, B, C, D with the following Bayesian network dependencies:

* C -> A
* A -> D ...

Dear Community,

I am following the PDF version of the tutorial for SMILE wrappers, specifically for python language.

I am doing the following experiment to learn more about SMILE package.

(1)

I defined a network using only categorical variables in the following Python code:

```
cate_net ...

Dear Community,

I am following the PDF version of the tutorial for SMILE wrappers, specifically for the Python language.

In Tutorial 1, after adding arcs, it redirected to a tutorial "Multidimensional arrays". In this section, how to understand the following statement? It says " The order of the ...