automl
Awesome papers on AutoML (Automatic Machine Learning)
https://github.com/mlpapers/automl
Last synced: about 24 hours ago
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- Homepage - tuner/))
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- On Hyperparameter Optimization of Machine Learning Algorithms: Theory and Practice
- Homepage - closed source. Uses RL to tackle pipeline search
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- Homepage - Automated Recommender System
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- On Hyperparameter Optimization of Machine Learning Algorithms: Theory and Practice
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- Homepage - Automated Recommender System
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- Homepage - uses multi-Layer stack ensembling with k-fold ensemble bagging at all layers
- Homepage - sklearn/), [Paper](https://arxiv.org/pdf/2007.04074.pdf)) - uses portfolio learning
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Keywords
automl
14
machine-learning
10
hyperparameter-optimization
7
deep-learning
6
automated-machine-learning
5
hyperparameter-tuning
5
python
4
scikit-learn
4
tensorflow
4
neural-architecture-search
3
keras
3
artificial-intelligence
2
data-science
2
bayesian-optimization
2
neural-networks
2
pytorch
2
xgboost
2
ai
2
dsl
1
lightgbm
1
kaggle
1
gradient-boosting
1
einstein
1
nips-2018
1
lifelong-ml
1
hyperopt
1
concept-drift
1
tabular-data
1
estimators
1
feature-engineering
1
features
1
ml
1
pipelines
1
hpo
1
salesforce
1
data-engineering
1
scala
1
keras-tensorflow
1
spark
1
sparkml
1
structured-data
1
transformations
1
transmogrify
1
transmogrification
1
transformers
1
scipy-compatible
1
sklearn-compatible
1
tensorflow-examples
1
tuning-parameters
1
dataquality
1