onetouch 0.1.1

a package designed to streamline data processing, model training, and evaluation with minimal code.

ONETOUCH

一款集成了数据清洗,模型训练,模型评估的简单python软件包

ONETOUCH Package

onetouch is a Python package designed to streamline data processing, model training, and evaluation with minimal code.

Installation

To install the onetouch package, run the following command in your terminal or command prompt:

pip install onetouch

Usage

Importing the onetouch Package

To use the onetouch package, import it into your Python script as follows:

import onetouch as ot

One2Three Class

The One2Three class is a convenient tool for data preprocessing, model training, and evaluation, also known as "one-click triple action".

Basic Usage

filepath format-supported: '.csv', '.xlsx'

Method 1: Direct File Access

The first method involves directly accessing a file:

• df: Data (pd.DataFrame) - Not required, use None if not provided.
• label: Target label (str) - Optional, defaults to the last column if not specified.
• filepath: File path (str) - Required. Example:

import onetouch as ot

data = ot.One2Three(None, 'label', 'FilePath')

Method 2: Importing Data

The second method involves importing data:

• df: Data (pd.DataFrame) - Required.
• label: Target label (str) - Optional, defaults to the last column if not specified.
• filepath: File path (str) - Not required, use None if not provided. Example:

import onetouch as ot
import pandas as pd

df = pd.read_csv('FilePath')
# You can also use the following syntax:
# data = sa.One2Three(df, None, None)
data = ot.One2Three(df, 'label', None)

For more detailed usage instructions and examples, please refer to the package documentation or reach out to the onetouch community.