oboe
AutoML pipeline selector
Automated machine learning system for selecting promising models or pipelines for new datasets
An AutoML pipeline selection system to quickly select a promising pipeline for a new dataset.
82 stars
12 watching
17 forks
Language: Python
last commit: about 3 years ago automlcollaborative-filteringml-pipelines
Related projects:
Repository | Description | Stars |
---|---|---|
huawei-noah/vega | An AutoML toolchain with a pipeline of Hyperparameter Optimization, Data Augmentation, Network Architecture Search, Model Compression, and Fully Train capabilities | 848 |
pku-dair/mindware | An efficient AutoML system that automates the machine learning lifecycle | 53 |
gudovskiy/autodo | Develops an automated machine learning framework to improve deep learning model performance on biased and noisy data | 24 |
herilalaina/mosaic_ml | Automated machine learning with tree search optimization | 16 |
deepwisdom/autodl | Automated deep learning algorithm that performs feature engineering, model selection, and hyperparameter tuning without human intervention. | 1,140 |
aimclub/fedot | An automated machine learning framework that generates optimal machine learning pipelines for various real-world problems. | 649 |
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 |
datacanvasio/hypergbm | Automated machine learning tool for tabular data pipelines | 343 |
autoviml/auto_viml | Automatically builds multiple machine learning models using a single line of code. | 526 |
aronchick/mlops-pipeline | Automates the end-to-end machine learning workflow from code commit to model deployment | 18 |
a-hanf/mlr3automl | Automates machine learning task selection and model training using R's mlr3 framework | 25 |
axelderomblay/mlbox | Automated Machine Learning library for Python | 1,500 |
climbsrocks/auto_ml | Automated machine learning for production and analytics | 1,642 |
sb-ai-lab/lightautoml | A framework for creating machine learning models with minimal code and customization options | 1,235 |
jvalegre/robert | Automated machine learning protocols for cheminformatics using Python | 39 |