SMAC3 Alternatives
Similar projects and alternatives to SMAC3
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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syne-tune
Large scale and asynchronous Hyperparameter and Architecture Optimization at your fingertips.
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mljar-supervised
Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation
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OCTIS
OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
SMAC3 reviews and mentions
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[D]How to optimize an ANN?
You can use Optuna, SMAC or hyperopt
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Finding the optimal parameter
Apart from the aforementioned comments noting that this is an optimization problem, ready-to-use python libraries for this kind of problem (accounting for evaluation time) include http://hyperopt.github.io/hyperopt/, https://github.com/automl/SMAC3, or https://www.ray.io/ray-tune
Stats
automl/SMAC3 is an open source project licensed under GNU General Public License v3.0 or later which is an OSI approved license.
The primary programming language of SMAC3 is Python.
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