Run pickle file in matlab

460 次查看(过去 30 天)
Abdulrahman Mohamed
评论: Aymane ahajjam 2024-4-5,1:57
I have machines learning model developed by python and saved as pickle file how can i run it in matlab
  1 个评论
Jan
Jan 2022-6-12
The questions contains too few information to be answered. What exactly is your problem?

请先登录,再进行评论。

回答(1 个)

Al Danial
Al Danial 2022-6-13
This shows how to load a pickle file into MATLAB:
pickle = py.importlib.import_module('pickle');
fh = py.open('data.pkl', 'rb')
P = pickle.load(fh); % pickle file loaded to Python variable
fh.close();
mP = py2mat(P); % pickle data converted to MATLAB native variable
The last line uses the py2mat.m utility. I tested this with the file data.pkl , created with this Python program,
#!/usr/bin/env python3
import pickle
import numpy as np
cm = np.array([[2., 3],[0, 1]]) - np.eye(2)*1j
a_list = ['this', 'is', 'a', 'complex', 'matrix', cm]
a_dict = { 1 : 1, 2 : 'two', 'three' : 3}
an_int = 42
some_bytes = b'1ee50ffe2fb5104144142f001a8ca94ae56b90cf'
X = np.arange(12,dtype=np.float16).reshape(3,4)
P = {
'a_list' : a_list,
'a_dict' : a_dict,
'an_int' : an_int,
'some_bytes' : some_bytes,
'X' : X,
}
with open('data.pkl', 'wb') as fh:
pickle.dump(P, fh, pickle.HIGHEST_PROTOCOL)
which comes from Section 7.13, "Pickle Files", from my book Python for MATLAB Development.
However this merely loads the contents of the pickle file. Running the machine learning model in MATLAB is something else entirely.
  1 个评论
Aymane ahajjam
Aymane ahajjam 2024-4-5,1:57
@Al Danial, can you help with running the pickle-loaded machine learning model in matlab then?
Thank you eitherway!

请先登录,再进行评论。

类别

Help CenterFile Exchange 中查找有关 Call Python from MATLAB 的更多信息

标签

产品


版本

R2022a

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Translated by