Archives for August, 2021 - Page 23

13 Aug

Hands-On Guide To Algorithm Configuration Using SMAC

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    algorithm configuration

Many algorithms belong to the family of tree and ensemble, which are hard for computational problems and exposed to many hyperparameters that can be modified to improve the performance.  However, manually exploring those parameters and setting those for optimized solutions is a rigorous task and often leads to unsatisfactory results.

The post Hands-On Guide To Algorithm Configuration Using SMAC appeared first on Analytics India Magazine.

12 Aug

Creating Deep Learning Models For Tabular Data using RTDL

    algorithms

RTDL (Revisiting Tabular Deep Learning) is an open-source  Python package based on implementing the paper “Revisiting Deep Learning Models for Tabular Data”. The library leverages the ease of creating a Deep Learning Model and can be used by practitioners and programmers looking to implement Deep Learning models in tabular data.

The post Creating Deep Learning Models For Tabular Data using RTDL appeared first on Analytics India Magazine.

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