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| title: README |
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| <p align="center"> |
| <img src="https://raw.githubusercontent.com/kerneldf/kerneldf.github.io/main/huggingface/banner.png" alt="KernelDF" width="100%" /> |
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| Research and open-source software that uses AI to accelerate DataFrame operations and database query execution through specialized GPU kernels. |
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| **[Website](https://kerneldf.github.io)** 路 **[GitHub](https://github.com/kerneldf)** 路 **[Datasets](https://huggingface.co/kerneldf/datasets)** |
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| ### DataKernelBench |
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| A benchmark for translating SQL-derived PyTorch programs into optimized CUDA and Triton kernels. Accepted at EMNLP 2026. |
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| [Dataset](https://huggingface.co/datasets/kerneldf/datakernelbench) 路 [Paper](https://arxiv.org/abs/2608.25061) 路 [Code](https://github.com/kerneldf/DataKernelBench) |
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