AutoDL
AutoDL algorithm
Automated deep learning algorithm that performs feature engineering, model selection, and hyperparameter tuning without human intervention.
Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL challenge@NeurIPS.
1k stars
32 watching
215 forks
Language: Python
last commit: about 2 years ago
Linked from 1 awesome list
aiartificial-intelligenceautodlautodl-challengeautomated-machine-learningautomlbig-datadata-sciencedeeplearningfeature-engineeringfull-automllightgbmmachine-learningmodel-selectionmulti-labelnaspythonpytorchresnettensorflow
windmaple/awesome-automlRelated projects:
| Repository | Description | Stars |
|---|---|---|
 gudovskiy/autodo | Develops an automated machine learning framework to improve deep learning model performance on biased and noisy data | 24 |
 autodistill/autodistill | Automatically trains models from large foundation models to perform specific tasks with minimal human intervention. | 1,983 |
 pku-dair/mindware | An efficient AutoML system that automates the machine learning lifecycle | 52 |
 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 |
 sb-ai-lab/lightautoml | A framework for creating machine learning models with minimal code and customization options | 1,204 |
 udellgroup/oboe | Automated machine learning system for selecting promising models or pipelines for new datasets | 82 |
 axelderomblay/mlbox | Automated Machine Learning library for Python | 1,500 |
 autoviml/auto_viml | Automatically builds multiple machine learning models using a single line of code. | 524 |
 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. | 1,088 |
 datacanvasio/cooka | An automated machine learning toolkit with visualization and feature engineering capabilities | 40 |
 climbsrocks/auto_ml | Automated machine learning for production and analytics | 1,643 |
| datacanvasio/hypernets | An automated machine learning framework that simplifies the development of end-to-end AutoML toolkits for various domains. | 266 |
 microsoft/archai | Automates the search for optimal neural network configurations in deep learning applications | 467 |
| autoviml/autoviz | Automatically generates insightful visualizations from datasets of any size with minimal code | 1,729 |
 herilalaina/mosaic_ml | Automated machine learning with tree search optimization | 16 |