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@@ -4,9 +4,9 @@ This is the official implementation of our work "DS-Agent: Automated Data Scienc
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![overview.png](figures/overview.png)
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## Benchmark
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## Benchmark and Dataset
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We select 30 representative data science tasks covering three data modalities and two fundamental ML task types. Please download the datasets and corresponding configuration files via [[Google Drive]](https://drive.google.com/file/d/1xUd1nvCsMLfe-mv9NBBHOAtuYnSMgBGx/view?usp=sharing) here and unzip them to the directory of "development/benchmarks".
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We select 30 representative data science tasks covering three data modalities and two fundamental ML task types. Please download the datasets and corresponding configuration files via [[Google Drive]](https://drive.google.com/file/d/1xUd1nvCsMLfe-mv9NBBHOAtuYnSMgBGx/view?usp=sharing) here and unzip them to the directory of "development/benchmarks". Besides, we collect the human insight cases from Kaggle in development/data.zip. Please unzip it, too.
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![overview.png](figures/task.png)
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