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Stratified Rule-Aware Network for Abstract Visual Reasoning, AAAI 2021

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I-RAVEN Dataset

The original dataset is published in

Stratified Rule-Aware Network for Abstract Visual Reasoning
Sheng Hu*, Yuqing Ma*, Xianglong Liu†, Yanlu Wei, Shihao Bai
Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2021
(* equal contribution, † corresponding author)

Code is based on the forked repo husheng12345/SRAN

Remarks by cwhy

I really like this dataset.

I isolated the I-Raven dataset for convinience of testing.

I also updated the code to support python3 (tested on python3.7/3.9).

There are mach-nix configurations in env

Run instruction

Install via pip or nix

Run example

python main.py --num-samples 10 --save-dir dataset

to generated the dataset.

Modify dataset/view_data_point.py and run to view any data points generated

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