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[ENH] GPU Rocket 2.0: CuPy Backend ,Exact CPU Parity (<1e-7), 100x Speedup, Full Multivariate Support#3211

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Adityakushwaha2006 wants to merge 3 commits intoaeon-toolkit:mainfrom
Adityakushwaha2006:feat/cupy-rocket-acceleration
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[ENH] GPU Rocket 2.0: CuPy Backend ,Exact CPU Parity (<1e-7), 100x Speedup, Full Multivariate Support#3211
Adityakushwaha2006 wants to merge 3 commits intoaeon-toolkit:mainfrom
Adityakushwaha2006:feat/cupy-rocket-acceleration