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[MNT] Update examples in README.md

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Tony-HYX 2 years ago
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@@ -64,15 +64,6 @@ sudo apt-get install swi-prolog

For Windows and Mac users, please refer to the [SWI-Prolog Install Guide](https://github.com/yuce/pyswip/blob/master/INSTALL.md).

## Examples

We provide several examples in `examples/`. Each example is stored in a separate folder containing a README file.

+ [MNIST Addition](https://github.com/AbductiveLearning/ABLKit/tree/main/examples/mnist_add)
+ [Handwritten Formula](https://github.com/AbductiveLearning/ABLKit/tree/main/examples/hwf)
+ [Handwritten Equation Decipherment](https://github.com/AbductiveLearning/ABLKit/tree/main/examples/hed)
+ [Zoo](https://github.com/AbductiveLearning/ABLKit/tree/main/examples/zoo)

## Quick Start

We use the MNIST Addition task as a quick start example. In this task, pairs of MNIST handwritten images and their sums are given, alongwith a domain knowledge base which contains information on how to perform addition operations. Our objective is to input a pair of handwritten images and accurately determine their sum.
@@ -196,6 +187,15 @@ bridge.test(test_data)

</details>

## Examples

We provide several examples in `examples/`. Each example is stored in a separate folder containing a README file.

+ [MNIST Addition](https://github.com/AbductiveLearning/ABLKit/tree/main/examples/mnist_add)
+ [Handwritten Formula](https://github.com/AbductiveLearning/ABLKit/tree/main/examples/hwf)
+ [Handwritten Equation Decipherment](https://github.com/AbductiveLearning/ABLKit/tree/main/examples/hed)
+ [Zoo](https://github.com/AbductiveLearning/ABLKit/tree/main/examples/zoo)

## References

For more information about ABL, please refer to: [Zhou, 2019](http://scis.scichina.com/en/2019/076101.pdf) and [Zhou and Huang, 2022](https://www.lamda.nju.edu.cn/publication/chap_ABL.pdf).


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