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Gao Enhao
5f401e4850
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2 years ago | |
|---|---|---|
| .. | ||
| API | 2 years ago | |
| Examples | 2 years ago | |
| Intro | 2 years ago | |
| Overview | 2 years ago | |
| img | 2 years ago | |
| Makefile | 2 years ago | |
| README.rst | 2 years ago | |
| References.rst | 2 years ago | |
| conf.py | 2 years ago | |
| index.rst | 2 years ago | |
| make.bat | 2 years ago | |
| requirements.txt | 2 years ago | |
README.rst
ABL-Package
===========
**ABL-Package** is an open source library for **Abductive Learning**
that supports building a model leveraging information from both data and
(logical) domain knowledge. Using ABL-Package, users may form a
dual-driven (data & knowledge driven) learning system, integrating and
balancing the use of machine learning and logical reasoning in a unified
model.
.. image:: img/ABL.png
Installation
------------
ABL is distributed on `PyPI <https://pypi.org/>`__ and can be installed with ``pip``:
.. code:: console
$ pip install abl
Alternatively, to install ABL by source code,
sequentially run following commands in your terminal/command line.
.. code:: console
$ git clone https://github.com/AbductiveLearning/ABL-Package.git
$ cd ABL-Package
$ pip install -v -e .
Releases
--------
`release 0.1`_
.. _release 0.1: https://github.com/AbductiveLearning/ABL-Package/releases/tag/v0.1
An efficient Python toolkit for Abductive Learning (ABL), a novel paradigm that integrates machine learning and logical reasoning in a unified framework.
Python other