machine-learning 7 data-science 6 automl 5 xgboost 5 blending 5 ensembling 5 classification 5 regression 5 ensemble-learning 5 machine learning 5 ensemble 5 lightgbm 4 keras 4 scikit-learn 4 sklearn 4 XGBoost 4 automated-machine-learning 4 python 4 data science 3 pandas 3 dataframes 3 machinejs 3 deep learning 3 tensorflow 3 deeplearning 3 machine-learning-library 3 gradient boosting 3 gbm 3 hyperparameter-optimization 3 gradient-boosting 3 feature-engineering 3 production ready 3 deep-learning 3 test coverage 3 automated machine learning 3 regressor 3 regressors 3 classifiers 3 classifier 3 estimators 3 predictors 3 Random Forest 3 analytics 3 analysts 3 coefficients 3 artificial intelligence 3 subpredictors 3 feature engineering 3 feature extraction 3 feature selection 3 production 3 auto-ml 2 kaggle 2 pipeline 2 prediction 2 optimisation 2 model-selection 2 optimization 2 feature importancesanalytics 2 production-ready 2 artificial-intelligence 2 machine-learning-pipelines 2 pytorch 1 whitebox 1 multi-layer 1 sklearn-api 1 active_learning 1 heamy 1 categorical_features 1 feature_engineering 1 active-learning 1 categorical-features 1 epsilon-greedy 1 out-of-fold 1 target-encoding 1 ensembles 1 learners 1 stack 1 preprocessing 1 encoding 1 feature importances 1 darvis-ai 1 darvis-research 1 2D materials 1 AA stacking 1 drift 1 distributed 1 AB stacking 1 slip stacking 1 COFs 1 crystal structures 1 Graphene 1 mlbox 1 categorical-encoding 1 feature-transformation 1 linear-transformations 1 stacked-predictions 1 weighted-averages 1 automatic-machine-learning 1 cross-validation 1