Use this tag for questions regarding the use of the PyCaret machine learning library.
PyCaret is an open source, low-code machine learning library for Python.
Questions tagged [pycaret]
230 questions
0
votes
1 answer
PyCaret and Google Cloud Function
I try to use PyCaret in a Google Cloud Function but I cannot import the classification modules (from pycaret.classification import *) because there is a reference to a non writable directory (OSError: [Errno 30] Read-only file system:…
vmady
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- 1
0
votes
1 answer
ImportError: cannot import name 'doc' from 'pandas.util._decorators' (C:\ProgramData\Anaconda3\lib\site-packages\pandas\util\_decorators.py)
I am trying to import pycaret but this error holds me back.
How do I solve this?
ImportError
autopilot38
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- 9
0
votes
3 answers
Is there a way to return hyperparameters tuned by Pycaret?
Pycaret automatically searches the best parameters. For example, the codes below will allocate 5 automatically tuned models to 'tuned_top5'.
from pycaret.classification import *
setup(data=train, train_size=.9, target='my_target_feature')
tuned_top5…
J Kim
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- 2
0
votes
1 answer
Trying to load model.pickle to API but raise ```AttributeError: 'Data' object has no attribute 'columns'```
I have build a classification model using pycaret and already produced the pickle file. Then, I tried to build an API and load the pickle file using fastapi.
import logging
import pickle
from pydantic import BaseModel
import numpy as np
from…
ebuzz168
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0
votes
1 answer
`ValueError: The least populated class in y has only 1 member, which is too few` in PyCaret
I have a problem, working with PyCaret. Previously I did not have any problems.
But it started when I oversampled data and saved it, using pandas and this question.
The file is here.
Then I read the file in a separate notebook.
import pycaret
from…
Anakin Skywalker
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0
votes
1 answer
Need assistance on objects in PyCaret
I am learning PyCaret. It is a fantastic program. I have the following questions:
1)After running lr = create_model('lr', fold = 5), I get a nice table with accuracy etc.
>>>print(type(lr))
How can I…
Rex Smith
- 11
- 2
0
votes
0 answers
Package dependencies error during conda-build upload
I'm trying to upload pycaret package into anaconda, making it possible to install with conda install pycaret. This is issue 21 and I'm working on it.
So, I followed those steps at Building conda packages with conda skeleton and create the meta.yaml…
Henrique Branco
- 1,778
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0
votes
1 answer
PyCaret NLP assign_model(lda) assigns topics on empty rows
I'm using pycaret to create_model(lda) and then using that for assign_model(lda). Not sure if I'm doing something that I'm not supposed to do during pre-processing. Any help is much appreciated
#create model
lda = create_model('lda')
…
Mr Rj
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- 10
0
votes
1 answer
pycaret giving error:PermissionError: [WinError 32] The process cannot access the file because it is being used by another process
I am using anaconda environment , on windows with pycaret installed,and pycharm.
i want to run a basic toy example with pycaret (not using freely available datasets),
as a simple y=mx+c, where x is 1-d
here is my working code with scikit.
import…
user915783
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- 1
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- 27
0
votes
1 answer
How to install pycaret python library in mac Mojave
I want to install pycaret library in Mac Mojave 10.14.
However when I try to do pip3 install pycaret I get below error -
XGBoostLibraryNotFound: Cannot find XGBoost Library in the candidate path, did you install compilers and run build.sh in root…
Regressor
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-1
votes
0 answers
Getting requirements to build wheel … error for Pycaret
I am trying to install pip install Pycaret while building a prediction model, while executing the command to install in on my mac os.
I do have my numpy installed, with version of: 1.23.5
Please Help… Thank you very much!:)
I tried to update Numpy…
user10206730
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- 1
-1
votes
0 answers
Getting df_compare model output empty
StreamlitAPIException: ("Could not convert 'PassengerId' with type str: tried to convert to int64", 'Conversion failed for column Value with type object')
solved this err using…
-1
votes
1 answer
Pycaret 3.0, predict_model not showing anything
Pycaret 3.0 "predict_model" is not working.
python = 3.11
pycaret = 3.0
loadmodel is worked but loadmodel is not.
Tried with printing the loaded model and it worked.
But when I tried printing prediction, nothing appeared.
There is no any error…
PieNa
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- 1
-1
votes
1 answer
PyCaret cannot import name '_check_param_grid' from 'sklearn.model_selection._search'
Hi I have been trying to fix this error that keeps coming up. I have tried everything online like reinstalling sklearn to the proper version documented on the GitHub repo and website. there were many more cannot recall but if anyone has any…
Saulti23
- 23
- 3
-1
votes
1 answer
Numeric feature in setup function
I want to pass all my features(100+) as a numeric feature is there any method to do it without writing all features in the setup column?
