leveraging aisara algorithm for effective hyperparameter tuning
Project description
aisaratuners is an open-source optimization library to automate and expedite hyperparameter search. aisaratuners has two modules, aisara_general_tuner.py which is a framework agnostic, and aisara_keras_tuner.py which is tailored for Karas API.
aisaratuners leverages AiSara algorithm, Latin hypercube sampling, and the concept of search space reduction for fast reach of the optimum hyperparameters.
[AiSara Hyperparameter Tuning API](https://rapidapi.com/aisara-technology-aisara-technology-default/api/aisara-hyperparameter-tuning)
[Medium article](https://aisaradeepwadi.medium.com/advance-keras-hyperparameter-tuning-with-aisaratuners-library-78c488ab4d6a)
[video description](https://www.youtube.com/watch?v=pFuyb7q28vg&feature=youtu.be&ab_channel=AiSaraEnquiry)
[Deep Wadi (AiSara) Sdn. Bhd.](https://www.aisara.ai/)
Change Log
1.4.9 (19/11/2020)
1.5.1 (20/1/2022)
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