diff --git a/README.md b/README.md index d79cd7a..e92e105 100644 --- a/README.md +++ b/README.md @@ -21,16 +21,20 @@ ABL is a novel paradigm that integrates machine learning and logical reasoning in a unified framework. It is suitable for tasks where both data and (logical) domain knowledge are available. +![Abductive Learning](img/ABL.png) + Key Features of ABL Kit: - **Great Flexibility**: Adaptable to various machine learning modules and logical reasoning components. -- **User-Friendly**: Provide data, model, and KB, and get started with just a few lines of code. +- **User-Friendly**: Provide **data**, **model**, and **KB**, and get started with just a few lines of code. - **High-Performance**: Optimization for high accuracy and fast training speed. ABL Kit encapsulates advanced ABL techniques, providing users with an efficient and convenient toolkit to develop dual-driven ABL systems, which leverage the power of both data and knowledge. +![Abductive Learning](img/ABLKit.png) + ## Installation ### Install from PyPI diff --git a/img/ABL.png b/img/ABL.png new file mode 100644 index 0000000..2cedb4a Binary files /dev/null and b/img/ABL.png differ diff --git a/img/ABLKit.png b/img/ABLKit.png new file mode 100644 index 0000000..0cf0cfb Binary files /dev/null and b/img/ABLKit.png differ