https://github.com/juselara1/gepref
GEneral PREprocessing Framework
https://github.com/juselara1/gepref
Last synced: 4 months ago
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GEneral PREprocessing Framework
- Host: GitHub
- URL: https://github.com/juselara1/gepref
- Owner: juselara1
- License: mit
- Created: 2024-03-25T01:19:58.000Z (about 1 year ago)
- Default Branch: main
- Last Pushed: 2024-04-01T19:33:57.000Z (about 1 year ago)
- Last Synced: 2024-12-31T11:58:26.014Z (5 months ago)
- Language: Python
- Size: 85.9 KB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# GEneral PREprocessing Framework (gepref)
---
`gepref` is a lightweight framework designed for constructing machine learning preprocessing strategies tailored for various data types such as texts, images, tables, and more, utilizing multiple backends.
## Installation
---
You can install `gepref` with `pip`:
```sh
pip install gepref
```
## Libraries
---
The following libraries use `gepref` for different data modalities:
- [gepref_text](https://github.com/juselara1/gepref_text): text preprocessing with NLP.
## Documentation
---
The core library of ``gepref`` comprises solely of **interfaces** and **generic classes** aimed at facilitating the construction of preprocessing pipelines. It does not contain specific preprocessing implementations. You can check how to create different preprocessors and steps in the [official documentation](https://juselara1.github.io/gepref/).