Those who work with time series or time dependent data sometimes need to get the months between two dates.
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Tensorflow and Friends
No, Docker won't save you from driver hell.
For most machine learning workloads, Docker is helpful but not a guarantee for production/staging/development environment parity. Hell, Docker is barely enough to guarantee the reproduction of numerical outputs. The reason is Docker daemon sits on top of the physical operating system for virtualization. Thus, Docker daemon is bounded by its...
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Boruta Algorithm
Selecting all relevant features using this novel random forest wrapper
Introduction
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Weight of Evidence and Information Value
An univariate method for binary classification feature selection
Weight of Evidence and Information Value Framework:
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Managing Multiple AWS and Git profiles
Setting Proper Config To Avoid Pushing Code to the Wrong Place with the Wrong Profile
Being a machine learning engineer is tough nowadays. In addition to managing machine learning pipeline config, we also have to juggle between multiple git profiles and AWS accounts, hoping not to start an expensive training job for work on the personal account, or committing code to work repo using personal...
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