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
2
votes
1 answer
How to determine number of neighbors in knn in pycaret
My question lies specifically in knn method in
Anomaly Detection module of pycaret library.
Usually number of k neighbors has to be specified. Like for example in PyOD library.
How to learn what number of neighbors knn uses in pycaret library?
Or…
Weilire
- 37
- 6
2
votes
2 answers
TypeError: unsupported operand type(s) for -: ‘str’ and ‘int’ in PyCaret regression
I read multiple available questions about this topic, but still do not understand my problem.
I am trying to build a regression, using PyCaret:
from pycaret.regression import *
fooPy = setup(data = foo, target = 'pts', session_id = 123)
I receive…
Anakin Skywalker
- 2,400
- 5
- 35
- 63
1
vote
0 answers
Error in PyCaret AutoML Web App: Unexpected 'setup()' Argument 'silent' - How Can I Fix This?
I'm working on an AutoML web application using PyCaret, Streamlit, and pandas_profiling. My app allows users to upload a dataset, perform exploratory data analysis (EDA) with pandas_profiling, and build classification models using PyCaret. However,…
Vikas Sharma
- 11
- 4
1
vote
1 answer
pycaret export train and test before and after transformation
I am trying to build a ML model using pycaret. I used the below setup function
clf = setup(data = df.loc[:, df.columns != 'ID'], target='final_label',session_id=123,
categorical_features=['Gender','Country'],
…
The Great
- 7,215
- 7
- 40
- 128
1
vote
0 answers
Facing issue while installing pycaret in airflow DAG?
We are facing issues while installing pycaret library in airflow dag using Bootstrap file.
sudo python3 -m pip install pycaret==2.3.8
Error:
Collecting pyod
Downloading pyod-1.0.8.tar.gz (149 kB)
150.0/150.0 kB 9.9 MB/s eta 0:00:00
…
Yoshitha Penaganti
- 454
- 4
- 16
1
vote
2 answers
Problem installing Pycaret in Google Colab
I am trying to install pycaret in Google Colab and I am getting this error:
error: **subprocess-exited-with-error**
× python setup.py egg_info did not run successfully.
│ exit code: 1
╰─> See above for output.
note: This error originates from…
Pratim Das
- 19
- 2
1
vote
1 answer
time series stock data having gaps in dataframe to be modeled in Pycaret
I have a a csv file which I have imported as follows:
ps0pyc=pd.read_csv(r'/Users/swapnilgupta/Desktop/fend/p0.csv')
ps0pyc['Date'] = pd.to_datetime(ps0pyc['Date'], dayfirst= True)
ps0pyc
Date PORTVAL
0 2013-01-03 17.133585
1 2013-01-04…
swagdevotee008
- 27
- 4
1
vote
2 answers
Error while installing PyCaret: No module named 'numpy.distutils._msvccompiler' in numpy.distutils in windows
I am getting a huge error while installing pycaret module in my system. Can anyone help me with this please. I am using python 3.10.8
Also, please suggest the best way to keep things clean version-wise. PyCaret always troubles me whenever I work on…
Subrat Saxena
- 68
- 1
- 9
1
vote
3 answers
Cannot import pycaret in google colab
I cant import pycaret in a google colab
Here are all the steps I had taken:
Change python version to 3.8
Installed pip
I then ran
!pip install pycaret
import pycaret
the install works, but then
ModuleNotFoundError Traceback…
Phixed
- 13
- 5
1
vote
0 answers
ValueError: Setting a random_state has no effect since shuffle is False. You should leave random_state to its default (None)
Whilst working on an anomaly detection problem on PyCaret, I ran into this issue. I couldn't find that many resources online, unfortunately:
from pycaret.datasets import get_data
dataset = get_data("mice")
data_train = dataset.sample(frac=0.95,…
Muhammad Bello
- 23
- 2
1
vote
1 answer
Error when trying to install Lazypredict, problem with lightgbm
I'm trying to install Lazypredict, an autoML python library, on macOS 10.14.6.
Thus, I simply run
"pip install lazypredict" in the terminal , it wants to install lightgbm, but always fails to do so. I think it tries to install lightgbm through pip…
Blue blues
- 11
- 1
1
vote
2 answers
Installation always stuck on PyCaret 2.2.2 + Package problems
I'm stuck on an issue that I can't seem to solve. I was fine using PyCaret on my other PC and had recently got a new desktop.
I was working on one dataset on my old PC and had no problems with setup() and PyCaret preprocessed my data without any…
aoryx
- 11
- 2
1
vote
1 answer
ModuleNotFoundError: No module named 'pycaret.time_series'
I've seen similar questions, but no solutions for this problem.
I'm using Google Colab:
!pip install pycaret
And this:
import time
import numpy as np
import pandas as pd
from pycaret.datasets import get_data
#from pycaret.time_series import…
unstuck
- 563
- 2
- 12
- 29
1
vote
1 answer
Getting Import Error: cannot import name 'Iterable' from 'collections' in pycaret
I am using 3.10 version of python and while running pycaret.classification i am getting below error.
1 #init setup
----> 3 from pycaret.classification import *
4 s = setup(data, target ='Resolver',session_id=123)
6 #train…
Arjun Kadya
- 11
- 2
1
vote
1 answer
Using SKORCH with PyCaret for Regression problems
Using the fantastic article https://towardsdatascience.com/pycaret-skorch-build-pytorch-neural-networks-using-minimal-code-57079e197f33 there is a great example of using SKORCH and PyCaret to do Classification problems, but I am having trouble…
user1910714
- 109
- 8