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Add a section about tree based indexing
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add favicon and local build instructions
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Fixed typo in rolling or moving window section
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Fixed typo in rolling or moving window section
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Fixed typo and increase clarity on non-dimension coordinate variable vs name
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Fixed typo and increase clarity on non-dimension coordinate variable vs name
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Fix datastructures links
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