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Superzchen / iLearnPlus

iLearnPlus is the first machine-learning platform with both graphical- and web-based user interface that enables the construction of automated machine-learning pipelines for computational analysis and predictions using nucleic acid and protein sequences.
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Is it possible to run iLearnPlus on terminal with threads ? #5

Closed BansalAnkush closed 3 years ago

BansalAnkush commented 3 years ago

I wish to perform parallel computing on large dataset using AWS (either EC2 instance or sagemaker) . Is there any way to scale iLearnPlus on large dataset for fast processing ? Thanks you for developing this wonderful package.

Superzchen commented 3 years ago

I wish to perform parallel computing on large dataset using AWS (either EC2 instance or sagemaker) . Is there any way to scale iLearnPlus on large dataset for fast processing ? Thanks you for developing this wonderful package.

Thank you for your interest in our work. In current version of iLearnPlus, only part algorithms (such as RF, LightGBM, XGBoost, Bagging) support parallel computing and it only can be run with GUI. In the furture version, we will consider to support capabilities such as command line and parallel computing in later version.