troyyyyy
2 years ago
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| @@ -6,17 +6,19 @@ ABL is a novel paradigm that integrates machine learning and | |||||
| logical reasoning in a unified framework. It is suitable for tasks | logical reasoning in a unified framework. It is suitable for tasks | ||||
| where both data and (logical) domain knowledge are available. | where both data and (logical) domain knowledge are available. | ||||
| .. image:: _static/img/ABL.png | |||||
| Key Features of ABL Kit: | Key Features of ABL Kit: | ||||
| - **Great Flexibility**: Adaptable to various machine learning modules and logical reasoning components. | - **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**, :blue-bold:`model`, and :green-bold:`KB`, and get started with just a few lines of code. | |||||
| - **High-Performance**: Optimization for high accuracy and fast training speed. | - **High-Performance**: Optimization for high accuracy and fast training speed. | ||||
| ABL Kit encapsulates advanced ABL techniques, providing users with | ABL Kit encapsulates advanced ABL techniques, providing users with | ||||
| an efficient and convenient toolkit to develop dual-driven ABL systems, | an efficient and convenient toolkit to develop dual-driven ABL systems, | ||||
| which leverage the power of both data and knowledge. | which leverage the power of both data and knowledge. | ||||
| .. image:: _static/img/ABL.png | |||||
| .. image:: _static/img/ABLKit.png | |||||
| Installation | Installation | ||||
| ------------ | ------------ | ||||