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
11
votes
4 answers
Cannot import name 'soft_unicode' from 'markupsafe' in google colab
I'm trying to install pycaret==3.0.0 in google colab, But I'm having a problem, the library requires Jinja2 to be installed which I did, but then It finally throws off another error.
ImportError Traceback (most recent…
Kalu Samuel
- 145
- 1
- 1
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10
votes
3 answers
Unable to resolve import error from PyCaret
I am trying to install pycaret by creating an environment in anaconda (python 3.8). Everything is fine except when i tried to from pycaret.classification import * i shows an error despite the fact that i have installed all dependencies:
ImportError:…
hadija
- 107
- 1
- 5
10
votes
3 answers
ValueError: Setting a random_state has no effect since shuffle is False. You should leave random_state to its default (None), or set shuffle=True
When i try to train some thing in pycreat i recive this error message
ValueError: Setting a random_state has no effect since shuffle is False. You should leave random_state to its default (None), or set shuffle=True.
from pycaret.regression import…
guilherme guerra
- 161
- 1
- 2
- 5
9
votes
1 answer
GitHub Action is being killed
I'm running a little python project to collect data.
It's being triggered by a scheduled GitHub Action script (every midnight).
As part of expanding the project I've added the pycaret library to the project.
So currently installing the requirements…
Bored002
- 353
- 6
- 18
8
votes
4 answers
AttributeError: 'SimpleImputer' object has no attribute '_validate_data' in PyCaret
I am using PyCaret and get an error.
AttributeError: 'SimpleImputer' object has no attribute '_validate_data'
Trying to create a basic instance.
# Create a basic PyCaret instance
import pycaret
from pycaret.regression import *
mlb_pycaret =…
Anakin Skywalker
- 2,400
- 5
- 35
- 63
6
votes
2 answers
Pycaret - 'Make_Time_Features' object has no attribute 'list_of_features'
I am trying to create a model using pycaret just as:
from pycaret.classification import *
clf1 = setup(data = dt, target = 'group')
lr = create_model('lr')
Then I get:
AttributeError: 'Simple_Imputer' object has no attribute…
Gustavomoty
- 87
- 1
- 5
5
votes
1 answer
pycaret.time_series.TSForecastingExperiment ImportError: cannot import name '_check_param_grid' from 'sklearn.model_selection._search'
I am getting the below error, while importing Pycaret time-series(beta) module in the databricks (we were running successfully earlier). Request your help in solving the issues.
pycaret version in use:
import pycaret
pycaret.__version__ # Out[1]:…
nikn8
- 1,016
- 8
- 23
5
votes
4 answers
AttributeError: 'Simple_Imputer' object has no attribute 'fill_value_categorical'' in PyCaret
I am using PyCaret and get an error.
AttributeError: 'Simple_Imputer' object has no attribute 'fill_value_categorical'
Trying to create a basic instance.
!pip install pycaret==1.0
from pycaret.regression import *
exp_reg = setup(data=df,…
guilherme guerra
- 161
- 1
- 2
- 5
5
votes
2 answers
Probabilities on pycaret do not match the predicted label
I’m working on a classification model with pycaret using the code below:
sample = pd.DataFrame(sample)
exp_clf = setup(sample, target = 'match',fix_imbalance = True)
clf_model = create_model('lightgbm')
tuned_clf_model = tune_model(clf_model,…
Luis Ramon Ramirez Rodriguez
- 9,591
- 27
- 102
- 181
5
votes
1 answer
"Estimator xgboost not available" for PyCaret in google colab?
Title. For some reason, xgboost isn't showing up as an option for models I can use in pycaret's regression module. I've installed it as needed
link to colab
rbb
- 89
- 1
- 5
5
votes
2 answers
Early stopping with Pycaret? Overfitting with Catboost and XGBoost
I'm comparing the performance of Catboost, XGBoost and LinearRegression in Pycaret. Catboost and XGBoost are untuned.
So far I see that Catboost and XGBoost are overfitting.
For linear regression train/test-score is train R2: 0.72, test R2: 0.65
Is…
Tldr
- 177
- 1
- 11
4
votes
2 answers
installing pycaret library not completed due to an error
I am trying to install pycaret library but gives me an error.
I have tried to update pip but nothing changed
error: could not create…
Abdelrahman Moussa
- 63
- 2
- 5
4
votes
3 answers
Different results on anomaly detection bettween pycaret and H2O
I'm working on detect anomalies from the following data:
It comes from a processed signal of and hydraulic system, from there I know that the dots in the red boxes are anomalies happen when the system fails.
I'm using the first 3k records to train…
Luis Ramon Ramirez Rodriguez
- 9,591
- 27
- 102
- 181
4
votes
2 answers
PyCaret methods on GPU/TPU
When I ran best_model = compare_models() there is a huge load on CPU memory, while my GPU is unutilized. How do I run the setup() or compare_models() on GPU?
Is there an in-built method in PyCaret?
LITDataScience
- 380
- 5
- 14
4
votes
1 answer
Pycaret.regression.compare_models: Evaluation table neither returned nor shown
pycaret is a very compact tool to compare models that I wanted to use for model selection. Unfortunately, the method compare_models does not show the typical output table that you see everywhere. I am using pycaret in PyCharm and not Jupyter…
C Hecht
- 932
- 5
- 14