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
1
vote
0 answers
Problems using PyCaret for time series
I am new to python and want to use Pycaret to analyze time series. I created a conda environment and installed pycaret via conda install pycaret-ts-alpha.
But then, when I want to execute from pycaret.time_series import * I get the following…
Diego Huerta
- 11
- 1
1
vote
0 answers
Update PyCaret Anomaly detection Model
I'm detecting anomalies in a time series data using pycaret. I'm taking in the data at every call, detecting and returning it. Everything is fine, but when coming to improving the performance, I'm planning to load the saved model, re-train it with…
panther_boy
- 11
- 2
1
vote
2 answers
How to save the model comparison dataframe from compare_models() in pycaret?
I want to save the model comparison data frame from compare_models() in pycaret.
# load dataset
from pycaret.datasets import get_data
diabetes = get_data('diabetes')
# init setup
from pycaret.classification import *
clf1 = setup(data = diabetes,…
Johnny Tam
- 423
- 4
- 16
1
vote
3 answers
setup() got an unexpected keyword argument 'silent'
I Have been trying to use PyCaret library, but when I use the function setup() as shown in my code, it gives me an error of unexpected keyword argument. I have been trying to set argument silent to be True.
from pycaret.clustering import *
…
Abdelrahman Moussa
- 63
- 2
- 5
1
vote
0 answers
How to extract Tp,Tn,Fp and Fn from PyCaret
Can i extract Tp,Tn,Fp and Fn as numbers from confusion matrix with PyCaret or they are only given as plot?
Dmilo6
- 11
- 1
1
vote
1 answer
I'm having this error with pycaret: module 'xgboost' has no attribute '__version__'
File ~\mlenv\lib\site-packages\pycaret\containers\models\regression.py:1448, in XGBRegressorContainer.init(self, globals_dict)
1445 self.active = False
1446 return
-> 1448 if version.parse(xgboost.version) < version.parse("1.1.0"):
1449 …
João Vieira
- 11
- 1
1
vote
1 answer
Pycaret cannot imported due to another import error
ImportError: cannot import name '_joblib_parallel_args' from 'sklearn.utils.fixes' (c:\users\ezgi\appdata\local\programs\python\python38\lib\site-packages\sklearn\utils\fixes.py)
To fix I update sklearn library. But, it don't work. Anyone know the…
MrsHelios
- 15
- 5
1
vote
2 answers
Error when installing pycaret (jinja2) on Colab
I'm trying to use pyCaret on Colab. This is the setup:
!pip install pycaret
from pycaret.classification import *
grid = setup(data=s, target=s.columns[-1], html=False, silent=True, verbose=False)
best_model = compare_models()
However, I get this…
GoT GOt
- 49
- 1
- 9
1
vote
0 answers
Jinja2 not found error when using pycaret
I am trying this code in Google Colab
!pip install pycaret
As part of the install it gives this message
Installing collected packages: jinja2
Attempting uninstall: jinja2
Found existing installation: Jinja2 3.1.2
Uninstalling…
1
vote
1 answer
how to view the transformed data in pycaret?
I have been following the "diamond" data example here
https://pycaret.gitbook.io/docs/learn-pycaret/official-blog/easy-mlops-with-pycaret-and-mlflow
s = setup(data,
target = 'Price',
transform_target = True, # tell PyCaret to…
user3188040
- 671
- 9
- 24
1
vote
3 answers
Output for PyCaret compare_models() function shows less models than PyCaret models supported
New on PyCaret, I don't understand several things about this library:
According to this tutorial, https://github.com/pycaret/pycaret/blob/master/tutorials/Regression%20Tutorial%20Level%20Beginner%20-%20REG101.ipynb there are 25 regressors available…
Theo75
- 477
- 4
- 14
1
vote
1 answer
How to extract class labels from pycaret setup?
Using pycaret 2.3.10 for a multi-class problem.
from pycaret.classification import *
...
config = setup(X_null, 'YEAR', silent=True, fold=5, use_gpu=True, )
How can I extract the class labels? I know the classes, but I don't know the order that…
Soerendip
- 7,684
- 15
- 61
- 128
1
vote
2 answers
Pycaret classification.compare_models does not display results grid
From the documentation and tutorials for pycaret, I expect the classification.compare_models() function to return a grid such as...
Model
Accuracy
AUC
Recall
Prec.
F1
Kappa
MCC
TT (Sec)
0
Naive…
radshop
- 602
- 5
- 19
1
vote
1 answer
How can i fix Pycaret installation error in kaggle?
Im working from my jobs laptop but i have the same problem with my particular computer. I cant find any solution for this! Any help? I tried installing and uninstalling pycaret and tensorflow, i tried conda and pip, and even in the kaggle notebook…
1
vote
3 answers
How to download pipeline code from Pycaret AutoML into .py files?
PyCaret seems like a great AutoML tool. It works, fast and simple and I would like to download the generated pipeline code into .py files to double check and if needed to customize some parts. Unfortunately, I don't know how to make it real.…
Ivan Shelonik
- 1,958
- 5
- 25
- 49