Auto-sklearn Alternatives
Similar projects and alternatives to auto-sklearn
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Auto-PyTorch
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autogluon
AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data
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Onboard AI
Learn any GitHub repo in 59 seconds. Onboard AI learns any GitHub repo in minutes and lets you chat with it to locate functionality, understand different parts, and generate new code. Use it for free at www.getonboard.dev.
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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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tune-sklearn
A drop-in replacement for Scikit-Learn’s GridSearchCV / RandomizedSearchCV -- but with cutting edge hyperparameter tuning techniques.
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syne-tune
Large scale and asynchronous Hyperparameter and Architecture Optimization at your fingertips.
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pymarl2
Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)
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nni
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
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Sonar
Write Clean Python Code. Always.. Sonar helps you commit clean code every time. With over 225 unique rules to find Python bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.
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iterative-stratification
scikit-learn cross validators for iterative stratification of multilabel data
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on-policy
This is the official implementation of Multi-Agent PPO (MAPPO).
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SMAC3
SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization
auto-sklearn reviews and mentions
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What free AutoML library do you recommend?
If you want a more stable AutoML library, i’ll suggest auto-sklearn which optimises performance of sklearn learning algorithms.
Stats
automl/auto-sklearn is an open source project licensed under BSD 3-clause "New" or "Revised" License which is an OSI approved license.
The primary programming language of auto-sklearn is Python.
