Dias is an automatic code rewriter that transforms pandas operations into semantically equivalent but significantly faster versions. It operates transparently with minimal runtime overhead while potentially delivering 100x to 1000x performance improvements. The tool integrates seamlessly into notebook environments and provides a web interface to visualize code transformations.
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