semvec/pypi-packages huggingface dataset:
kalna 0.0.9
A package automating the ML pipelines
Keywords: package numbers calculations

# Kalna 0.0.7
***


## Documentation

**Kalna is a powerful Automated Machine Learning python library.** It provides the following features:


* Fast reading and distributed data preprocessing/cleaning/formatting



## Installation
To install via `pip` use:
```python
pip install kalna
```




### Data Details
```python
from kalna import data_details

#showMissingValues will show the details of the missing values with perchentage.
data_details.showMissingValues(data)


#showCrdinality will show the cardinality of Non-Numeric Values.
data_details.showCardinality(data)

#Missing Values Imputation of Numerical Features.
#method:['mean','median']
#Return Type: Dataframe
data_details.numImputer(data,missing_feat,method)


#Missing Values Imputation of categorical Features.
#method:['mode','new_cat']
#Return Type: Dataframe
data_details.catImputer(data,missing_feat,method)
```
### Data Visualization
```python
from kalna import visualizations

#x_feat: feature you want to analyze with target feature
visualizations.boxPlot(data,x_feat,target_feat)
```