semvec/pypi-packages huggingface dataset:
curdrice 0.1
A ML model training automation tool
License: MIT


# ML Workflow Automation Tool

The main goal is to simplify the machine learning workflow for users with different levels of
expertise, through a CLI app. We ask the user for certain inputs like the dataset file or folder,
and the type of ML problem and target variable (if necessary). We then perform standard data preprocessing (not dataset specific)
and feature selection (if necessary), and train relevant models for the data and present a comparative analysis
of the models trained, along with downloadable model weight files in the joblib format.

## Installation

Install all required models using pip

```bash
  pip install -r requirements.txt
```

## Deployment

Find out which ML model suits your needs by installing our package using pip

```bash
    pip install curdrice
```

## Acknowledgements

- [Numpy](https://numpy.org/)
- [Pandas](https://pandas.pydata.org/)
- [Openpyxl](https://openpyxl.readthedocs.io/en/stable/)
- [Scikit Learn](https://scikit-learn.org/stable/)
- [Scikit Learn Extra](https://scikit-learn-extra.readthedocs.io/en/stable/)
- [Joblib](https://joblib.readthedocs.io/en/stable/)

## Authors

- [@hrishitb](https://www.github.com/Hrishit-B)
- [@pranayobla](https://www.github.com/pranay-obla)
- [@shriharik](https://www.github.com/RiriSensei)
- [@ankitthomas](https://www.github.com/AlmondBox-3996)