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rapidsai / cuml

cuML - RAPIDS Machine Learning Library
https://docs.rapids.ai/api/cuml/stable/
Apache License 2.0
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[FEA]Frequent Itemset mining with GPU acceleration #2852

Open lanrete opened 3 years ago

lanrete commented 3 years ago

Is your feature request related to a problem? Please describe. I wish to use cuML to perform GPU optimized algorithms for frequent itemset mining.

Describe the solution you'd like Popular CPU based algorithms included aprior or FP-Growth

Describe alternatives you've considered There are a quite a lots of paper about GPU accelerated algorithms for frequent itemset mining [https://www.researchgate.net/publication/335859534_A_review_on_big_data_parallel_and_distributed_approaches_of_pattern_mining] This paper described quite some of these with both CPU & GPU version. However, I didn't find quite much existing implement of these GPU algorithms. It will be great if cuML have this feature in it's roadmap.

Additional context N/A

teju85 commented 3 years ago

Related issue #3095

github-actions[bot] commented 3 years ago

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