auto_ml
Auto ML library
Automated machine learning for production and analytics
[UNMAINTAINED] Automated machine learning for analytics & production
2k stars
98 watching
310 forks
Language: Python
last commit: over 4 years ago
Linked from 2 awesome lists
analyticsartificial-intelligenceautomated-machine-learningautomldata-sciencedeep-learningdeeplearningfeature-engineeringgradient-boostinghyperparameter-optimizationkeraslightgbmmachine-learningmachine-learning-librarymachine-learning-pipelinesproduction-readypythonscikit-learntensorflowxgboost
josephmisiti/awesome-machine-learning
hibayesian/awesome-automl-papersRelated projects:
| Repository | Description | Stars |
|---|---|---|
 axelderomblay/mlbox | Automated Machine Learning library for Python | 1,500 |
 minimaxir/automl-gs | Automates machine learning model creation and optimization for complex datasets | 1,857 |
 autoviml/auto_viml | Automatically builds multiple machine learning models using a single line of code. | 526 |
 beastbyteai/falcon | Automates machine learning model training using pre-set configurations and modular design. | 159 |
 western-oc2-lab/automl-implementation-for-static-and-dynamic-data-analytics | Automated Machine Learning implementation for static and dynamic data analytics with a focus on IoT anomaly detection | 624 |
 scottfreellc/alphapy | An autoML framework for building and analyzing trading systems and sports betting models using machine learning algorithms. | 1,170 |
 a-hanf/mlr3automl | Automates machine learning task selection and model training using R's mlr3 framework | 25 |
 herilalaina/mosaic_ml | Automated machine learning with tree search optimization | 16 |
 thumnlab/autogl | An autoML framework for machine learning on graphs, enabling researchers and developers to automate the process of building and training neural networks on graph data. | 1,094 |
 upgini/upgini | Automated data search and enrichment tool for machine learning pipelines | 321 |
 jvalegre/robert | Automated machine learning protocols for cheminformatics using Python | 39 |
 deepwisdom/autodl | Automated deep learning algorithm that performs feature engineering, model selection, and hyperparameter tuning without human intervention. | 1,140 |
 pku-dair/mindware | An efficient AutoML system that automates the machine learning lifecycle | 53 |
 linkedin/photon-ml | A machine learning library built on top of Apache Spark for scalable and flexible regression modeling | 793 |
 zk-ml/research | Research on integrating machine learning with emergent runtimes to improve performance and security. | 22 |