import_csv

Import CSV files with robust parsing

internal

Provides utilities to detect common data leakage patterns including train/test
contamination, temporal leakage, and data duplication, enhancing model reliability and
reproducibility in machine learning workflows. Generates diagnostic reports and visual
summaries to support data validation. Methods based on best practices from Hastie,
Tibshirani, and Friedman (2009, ISBN:978-0387848570).

Cheryl Isabella

leakr

Data Leakage Detection Tools for Machine Learning

import_csv function

<dl><dt>file_path</dt>
<dd>Path to CSV file</dd>
<dt>encoding</dt>
<dd>Character encoding</dd>
<dt>verbose</dt>
<dd>Whether to show messages</dd>
<dt>...</dt>
<dd>TODO: Add description</dd></dl>

Arguments

Import CSV files with robust parsing — import_csv

<dl>

<dt>file_path</dt>
<dd>Path to CSV file</dd>


<dt>encoding</dt>
<dd>Character encoding</dd>


<dt>verbose</dt>
<dd>Whether to show messages</dd>


<dt>...</dt>
<dd>TODO: Add description</dd>

</dl>

import_csv: Import CSV files with robust parsing

Description

Usage

Value

Arguments