semvec/pypi-packages huggingface dataset:
labelcsv 0.1.2
Label a csv file directly in your terminal.
Keywords: python,dataset,label,csv,text,classification

   A simple python package to quickly label csv files.

Installation
============

.. code:: console

   pip install labelcsv

Usage
=====

1. Navigate to a directory that contains one or more csv files and run
   labelcsv.

.. code:: console

   labelcsv 

2. Select the csv file to start labeling

.. code:: console

   Select file:
   > movie_reviews.csv
   iris.csv

3. Choose the column in the csv file to label. The number next to each
   column shows the number of missing values for that column.

.. code:: console

   Select column to label from movie_reviews.csv (Rows: 150, Columns: 2):
   Movie Description → (0)
   > Movie Reviews → (5)

4. Add labels that are separated by a single space. A **Skip** label
   will automatically be added which will replace the label with a blank
   value.

.. code:: console

   Add labels separated by a space:

   Positive Negative Neutral

5. Start labeling by using the **UP** and **DOWN** arrow keys to select
   the label and then hit **ENTER** to label the row:

.. code:: console

   > Remaining Movie Reviews to be labeled: 150 - Skipped: 0

   ? I like the movie.
   > Positive
   Negative
   Skip

6. After you are done labeling, the file will be saved as:
   “feature_name.csv” and the distribution of labels will show.
ctrl4ai 1.0.24
A helper package for Machine Learning and Deep Learning Algorithms
Requires Python: >=3.6

# Ctrl4AI
[![Downloads](http://pepy.tech/badge/ctrl4ai)](http://pepy.tech/project/ctrl4ai)

#### This is a helper package for Machine Learning and Deep Learning solutions.

For documentation, please read [HELP.md](https://github.com/vkreat-tech/ctrl4ai/blob/master/HELP.md)

For demo on usage, please check [README.ipynb](https://github.com/vkreat-tech/ctrl4ai/blob/master/README.ipynb)

#### Lastest Version: 1.0.24

## Highlights
- Open Source Package with emphasis on data preprocessing so far.
- Self intelligent methods that can be employed at the levels of abstraction or customization.
- The flow of auto-preprocessing is orchestrated compatible to the learning type.
- Parameter tuning allows users to transform the data precisely to their specifications.
- Developed computations for inspecting the data to discover its type, distribution, correlation etc. which are handled in the background.

## Dependencies
Ctrl4AI requires:
* Python 3 (tested under Python 3.8)

## Installation
The easiest way to install the latest release version of Ctrl4AI is via ```pip```:
```bash
pip install ctrl4ai
```
In case you get ```ERROR: Could not install packages due to an EnvironmentError```, try using
```bash
pip install ctrl4ai --user
```
Check for the latest available version in [Ctrl4AI](https://pypi.org/project/ctrl4ai/)

## Import
Import any module from the package through the following method:
```bash
from ctrl4ai import prepdata
```
```bash
from ctrl4ai import automl
```

## Learn to use
Understand what each function does by using ```help()```:
```bash
help(automl.preprocess)
```

## ChangeLog
- Added features to transform ordinal values (from string to integers)

## ToDo
- Model specific pre-processing
- Prepare dataset for bagging Algorithms
- Preprocessing for Text,Image,Audio,Video Analytics

## Depreciation Notice
- All functions in ```ctrl4ai.preprocessing``` are depreciated by the end of 2022 based on the prior notice. Please plan to switch to the same functions in ```ctrl4ai.prepdata``` if you're still using it.

## About Us
#### Proprietary Code of [VKreaT](http://vkreat.com/)
- Project Owner: [Shaji James](https://www.linkedin.com/in/shaji-james/)
- Collaborators: [Charu](https://www.linkedin.com/in/charunethragiri/), [Selva](https://www.linkedin.com/in/selva-prasanth-274b66166/)
#### Visit [Ctrl4AI.com](http://ctrl4ai.com/) for more updates