rapidsai / cuml

cuML - RAPIDS Machine Learning Library
https://docs.rapids.ai/api/cuml/stable/
Apache License 2.0
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[FEA]fastica #6114

Open mahsalotfollahi opened 1 month ago

mahsalotfollahi commented 1 month ago

Is your feature request related to a problem? Please describe. I have a customer working on molecular dynamics who needs FastICA on GPU, as it currently takes 4 days to run on CPU using sklearn.decomposition.fastica

Describe the solution you'd like support FastICA on GPU

Describe alternatives you've considered PCA has been tried but doesn't work in their case as they need higher-order decomposition method

Additional context I can connect you to the team for more details on the project