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pypi.org "ensemble-learning" keyword

Top 1.8% on pypi.org
autogluon.multimodal 1.6.3
Fast and Accurate ML in 3 Lines of Code
1,525 versions - Latest release: about 1 month ago - 3 dependent packages - 15 dependent repositories - 68.3 thousand downloads last month - 10,775 stars on GitHub - 1 maintainer
Top 0.7% on pypi.org
h2o 3.46.0.12
H2O, Fast Scalable Machine Learning, for python
123 versions - Latest release: 2 months ago - 14 dependent packages - 393 dependent repositories - 152 thousand downloads last month - 7,509 stars on GitHub - 1 maintainer
Top 1.3% on pypi.org
autogluon.common 1.6.3
Fast and Accurate ML in 3 Lines of Code
1,749 versions - Latest release: about 1 month ago - 11 dependent packages - 23 dependent repositories - 196 thousand downloads last month - 10,775 stars on GitHub - 1 maintainer
aglite-test.tabular 0.7.0b20230314
AutoML for Image, Text, and Tabular Data
8 versions - Latest release: over 3 years ago - 1 dependent package - 40 downloads last month - 10,775 stars on GitHub - 1 maintainer
Top 2.5% on pypi.org
autogluon.text 0.6.2
AutoML for Image, Text, and Tabular Data
837 versions - Latest release: almost 4 years ago - 1 dependent package - 17 dependent repositories - 4.96 thousand downloads last month - 10,775 stars on GitHub - 1 maintainer
Top 4.0% on pypi.org
autogluon.timeseries 1.6.3
Fast and Accurate ML in 3 Lines of Code
1,518 versions - Latest release: about 1 month ago - 4 dependent repositories - 96.9 thousand downloads last month - 10,775 stars on GitHub - 1 maintainer
Top 8.8% on pypi.org
autogluon.eda 0.8.3
AutoML for Image, Text, and Tabular Data
189 versions - Latest release: over 2 years ago - 438 downloads last month - 10,775 stars on GitHub - 1 maintainer
aglite-test.features 0.7.0b20230314
AutoML for Image, Text, and Tabular Data
8 versions - Latest release: over 3 years ago - 2 dependent packages - 14 downloads last month - 10,775 stars on GitHub - 1 maintainer
autogluon-tonyhu-test.multimodal 1.0.5b20240302
AutoML for Image, Text, and Tabular Data
5 versions - Latest release: over 2 years ago - 1 dependent package - 788 downloads last month - 10,775 stars on GitHub - 1 maintainer
aglite-test.core 0.7.0b20230314
AutoML for Image, Text, and Tabular Data
8 versions - Latest release: over 3 years ago - 2 dependent packages - 26 downloads last month - 10,775 stars on GitHub - 1 maintainer
autogluon-tonyhu-test 1.0.5b20240302
AutoML for Image, Text, and Tabular Data
4 versions - Latest release: over 2 years ago - 748 downloads last month - 10,775 stars on GitHub - 1 maintainer
aglite-test.common 0.7.0b20230314
AutoML for Image, Text, and Tabular Data
8 versions - Latest release: over 3 years ago - 2 dependent packages - 28 downloads last month - 10,775 stars on GitHub - 1 maintainer
aglite-test 0.7.0b20230314
AutoML for Image, Text, and Tabular Data
8 versions - Latest release: over 3 years ago - 16 downloads last month - 10,775 stars on GitHub - 1 maintainer
Top 1.3% on pypi.org
autogluon.features 1.6.3
Fast and Accurate ML in 3 Lines of Code
2,038 versions - Latest release: about 1 month ago - 7 dependent packages - 39 dependent repositories - 202 thousand downloads last month - 10,775 stars on GitHub - 1 maintainer
autogluon-tonyhu-test.tabular 1.0.5b20240302
AutoML for Image, Text, and Tabular Data
5 versions - Latest release: over 2 years ago - 747 downloads last month - 10,775 stars on GitHub - 1 maintainer
Top 0.9% on pypi.org
autogluon.core 1.6.3
Fast and Accurate ML in 3 Lines of Code
2,152 versions - Latest release: about 1 month ago - 11 dependent packages - 111 dependent repositories - 205 thousand downloads last month - 10,775 stars on GitHub - 1 maintainer
autogluon-tonyhu-test.core 1.0.5b20240302
AutoML for Image, Text, and Tabular Data
5 versions - Latest release: over 2 years ago - 1 dependent package - 781 downloads last month - 10,775 stars on GitHub - 1 maintainer
Top 2.5% on pypi.org
autogluon.vision 0.6.2
AutoML for Image, Text, and Tabular Data
846 versions - Latest release: almost 4 years ago - 1 dependent package - 18 dependent repositories - 4.42 thousand downloads last month - 10,775 stars on GitHub - 1 maintainer
autogluon-tonyhu-test.timeseries 1.0.5b20240302
AutoML for Image, Text, and Tabular Data
5 versions - Latest release: over 2 years ago - 743 downloads last month - 10,775 stars on GitHub - 1 maintainer
Top 1.7% on pypi.org
autogluon 1.6.3
Fast and Accurate ML in 3 Lines of Code
2,341 versions - Latest release: about 1 month ago - 8 dependent packages - 59 dependent repositories - 83.1 thousand downloads last month - 10,775 stars on GitHub - 2 maintainers
autogluon-tonyhu-test.features 1.0.5b20240302
AutoML for Image, Text, and Tabular Data
5 versions - Latest release: over 2 years ago - 3 dependent packages - 779 downloads last month - 10,775 stars on GitHub - 1 maintainer
autogluon-tonyhu-test.common 1.0.5b20240302
AutoML for Image, Text, and Tabular Data
5 versions - Latest release: over 2 years ago - 4 dependent packages - 741 downloads last month - 10,775 stars on GitHub - 1 maintainer
Top 1.2% on pypi.org
autogluon.tabular 1.6.3
Fast and Accurate ML in 3 Lines of Code
2,140 versions - Latest release: about 1 month ago - 7 dependent packages - 44 dependent repositories - 202 thousand downloads last month - 10,775 stars on GitHub - 1 maintainer
pycobra 0.2.5
Python implementation of COBRA algorithm with regression analysis
7 versions - Latest release: over 6 years ago - 2 dependent repositories - 103 downloads last month - 127 stars on GitHub - 1 maintainer
aderh 1.0.0
ADERH: Anomaly Detection by an Ensemble of Random Pairs of Hyperspheres (NeurIPS 2025)
1 version - Latest release: 2 months ago - 51 downloads last month - 3 stars on GitHub - 1 maintainer
sfdc-merlion
Merlion: A Machine Learning Framework for Time Series Intelligence
1 version - Latest release: 6 days ago - 1 dependent repositories - 7 downloads last month - 4,487 stars on GitHub - 1 maintainer
scanquorum 0.2.2
Read a scanned page with several independent OCR engines and accept a word only when they agree. ...
3 versions - Latest release: 2 months ago - 28 downloads last month - 0 stars on GitHub - 1 maintainer
mindware 0.5.0
MindWare: Towards Efficient AutoML System.
1 version - Latest release: over 5 years ago - 1 dependent repositories - 13 downloads last month - 60 stars on GitHub - 1 maintainer
refs-mcc 1.1.1
Recursive Ensemble Feature Selection using Matthews Correlation Coefficient
5 versions - Latest release: 20 days ago - 130 downloads last month - 1 stars on GitHub - 1 maintainer
xcessiv 0.5.1
A web-based application for quick and scalable construction of massive machine learning ensembles.
33 versions - Latest release: about 9 years ago - 1 dependent repositories - 66 downloads last month - 1,264 stars on GitHub - 1 maintainer
ensemblebench 0.0.0.1
A set of tools for building good ensemble model teams in machine learning.
1 version - Latest release: over 6 years ago - 1 dependent repositories - 16 downloads last month - 14 stars on GitHub - 1 maintainer
vision-des 0.0.2
Dynamic Ensemble Selection framework for image classification
2 versions - Latest release: 5 months ago - 11 downloads last month - 6 stars on GitHub - 1 maintainer
cake-ensemble 0.1.4
CAKE: Confidence in Assignments via K-partition Ensembles
5 versions - Latest release: about 2 months ago - 47 downloads last month - 1 stars on GitHub - 1 maintainer
Top 8.6% on pypi.org
h2o-client 3.46.0.12
H2O, Fast Scalable Machine Learning, for python
23 versions - Latest release: 2 months ago - 3 dependent repositories - 1.47 thousand downloads last month - 7,509 stars on GitHub - 1 maintainer
h2o-mlflow-flavor 0.1.0
A mlflow flavor for working with H2O-3 MOJO and POJO models
1 version - Latest release: almost 3 years ago - 140 downloads last month - 7,509 stars on GitHub - 1 maintainer
rmdl 1.0.8
RMDL: Random Multimodel Deep Learning for Classification
6 versions - Latest release: over 6 years ago - 1 dependent repositories - 32 downloads last month - 427 stars on GitHub - 1 maintainer
deepalpha-bot 1.1.0
AI crypto trading bot with LSTM + LightGBM ensemble, 64.9% accuracy on 139k Bybit sequences. Trip...
2 versions - Latest release: 6 months ago - 127 downloads last month - 1 maintainer
aegis5 0.1.0
Adaptive hybrid ensemble framework for intrusion detection in Industry 5.0 environments
1 version - Latest release: 6 months ago - 59 downloads last month - 1 stars on GitHub - 1 maintainer
infotheory-rs 1.1.1 💰
Python bindings for the infotheory Rust library
2 versions - Latest release: 7 months ago - 28 downloads last month - 21 stars on GitHub - 1 maintainer
deskit 1.3.2
A Python library for Dynamic Ensemble Selection
24 versions - Latest release: about 2 months ago - 160 downloads last month - 8 stars on GitHub - 1 maintainer
Top 2.9% on pypi.org
salesforce-merlion 2.0.4
Merlion: A Machine Learning Framework for Time Series Intelligence
20 versions - Latest release: over 2 years ago - 4 dependent packages - 19 dependent repositories - 10.1 thousand downloads last month - 4,487 stars on GitHub - 3 maintainers
Top 7.5% on pypi.org
adbench 0.1.11
Python package of ADBench
14 versions - Latest release: about 3 years ago - 2 dependent repositories - 210 downloads last month - 1,027 stars on GitHub - 1 maintainer
Top 3.3% on pypi.org
mlens 0.2.3
Machine Learning Ensemble Library
12 versions - Latest release: almost 8 years ago - 1 dependent package - 60 dependent repositories - 511 downloads last month - 866 stars on GitHub - 1 maintainer
deepbrainseg 0.2.1 💰
Deep Learning tool for brain tumor segmentation.
12 versions - Latest release: about 6 years ago - 1 dependent repositories - 169 downloads last month - 193 stars on GitHub - 1 maintainer
Top 5.9% on pypi.org
arboreto 0.1.6
Scalable gene regulatory network inference using tree-based ensemble regressors
4 versions - Latest release: over 5 years ago - 6 dependent packages - 10 dependent repositories - 5.14 thousand downloads last month - 71 stars on GitHub - 3 maintainers
stacking 0.1.3
A stacking library for ensemble learning
4 versions - Latest release: over 10 years ago - 3 dependent repositories - 41 downloads last month - 230 stars on GitHub - 1 maintainer
classicml-lite 0.7a0
An easy-to-use ML framework
1 version - Latest release: about 5 years ago - 1 dependent repositories - 63 downloads last month - 10 stars on GitHub - 1 maintainer
Top 6.7% on pypi.org
shapley 1.0.3 💰
A general purpose library to quantify the value of classifiers in an ensemble.
5 versions - Latest release: over 4 years ago - 10 dependent repositories - 410 downloads last month - 228 stars on GitHub - 1 maintainer
mixturelib 0.4.0
mixture lib, python package
6 versions - Latest release: almost 6 years ago - 1 dependent repositories - 36 downloads last month - 2 stars on GitHub - 1 maintainer
earcp 1.0.0 💰
EARCP: Self-Regulating Coherence and Performance-Aware Ensemble
1 version - Latest release: 11 months ago - 49 downloads last month - 3 stars on GitHub - 1 maintainer
deep-forest-py310 0.1.9
Deep Forest (community-maintained fork with Python 3.10+ support)
2 versions - Latest release: 11 months ago - 72 downloads last month - 1 stars on GitHub - 1 maintainer
atomai 0.8.1
Deep and machine learning for atom-resolved data
31 versions - Latest release: over 1 year ago - 1 dependent repositories - 983 downloads last month - 231 stars on GitHub - 1 maintainer
Top 3.1% on pypi.org
combo 0.1.3 💰
A Python Toolbox for Machine Learning Model Combination
13 versions - Latest release: over 4 years ago - 8 dependent packages - 96 dependent repositories - 55 thousand downloads last month - 660 stars on GitHub - 1 maintainer
meridianalgo-smarttrader 1.0.0
Ultra-Accurate AI Stock Analysis with Universal GPU Support (AMD • Intel • NVIDIA • Apple)
1 version - Latest release: about 1 year ago - 51 downloads last month - 1 maintainer
ensemble-gnn 1.0.3
Ensemble learning with graph neural networks
4 versions - Latest release: over 3 years ago - 155 downloads last month - 11 stars on GitHub - 1 maintainer
hill-climbing 0.1.8
A python package for ensembling machine learning predictions using hill climbing optimization
9 versions - Latest release: over 1 year ago - 16 downloads last month - 2 stars on GitHub - 1 maintainer
ensembleset 1.0a23
Ensemble dataset generator for tabular data prediction and modeling projects.
21 versions - Latest release: 11 months ago - 37 downloads last month - 1 stars on GitHub - 1 maintainer
fuzzy-rank-ensemble-torch 0.1.1
A torch based package for fuzzy rank based ensembles
2 versions - Latest release: 11 months ago - 9 downloads last month - 1 stars on GitHub - 1 maintainer
pynets 1.30
A Reproducible Workflow for Structural and Functional Connectome Ensemble Learning
208 versions - Latest release: over 4 years ago - 1 dependent repositories - 374 downloads last month - 123 stars on GitHub - 1 maintainer
classicml 0.9
An easy-to-use ML framework
39 versions - Latest release: over 4 years ago - 1 dependent repositories - 157 downloads last month - 10 stars on GitHub - 1 maintainer
classicml-python 0.9
An easy-to-use ML framework
26 versions - Latest release: over 4 years ago - 1 dependent repositories - 131 downloads last month - 10 stars on GitHub - 1 maintainer
kfc-procedure 0.1.1
Clusterwise predictive modeling library
2 versions - Latest release: 5 months ago - 10 downloads last month - 5 stars on GitHub - 1 maintainer
Top 3.0% on pypi.org
vecstack 0.5.2
Python package for stacking (machine learning technique)
9 versions - Latest release: 12 months ago - 2 dependent packages - 58 dependent repositories - 1.14 thousand downloads last month - 697 stars on GitHub - 1 maintainer
Top 9.2% on pypi.org
self-paced-ensemble 0.1.7
Self-paced Ensemble for classification on class-imbalanced data.
9 versions - Latest release: over 2 years ago - 2 dependent repositories - 36 downloads last month - 261 stars on GitHub - 1 maintainer
Top 5.6% on pypi.org
imbalanced-ensemble 0.2.3
Toolbox for ensemble learning on class-imbalanced dataset.
12 versions - Latest release: over 1 year ago - 4 dependent packages - 3 dependent repositories - 6.02 thousand downloads last month - 431 stars on GitHub - 1 maintainer
smartpredict 0.8.1
An advanced machine learning library for model training and selection
20 versions - Latest release: over 1 year ago - 26 downloads last month - 0 stars on GitHub - 1 maintainer
Top 9.7% on pypi.org
skggm 0.2.8
Gaussian graphical models for scikit-learn.
6 versions - Latest release: about 8 years ago - 2 dependent packages - 2 dependent repositories - 84 downloads last month - 253 stars on GitHub - 1 maintainer
skggm2 0.2.10
Gaussian graphical models for scikit-learn.
2 versions - Latest release: over 3 years ago - 16 downloads last month - 253 stars on GitHub - 1 maintainer
linearboost 0.2.0
LinearBoost Classifier is a rapid and accurate classification algorithm that builds upon a very f...
13 versions - Latest release: 6 months ago - 1.13 thousand downloads last month - 231 stars on GitHub - 1 maintainer
Top 5.7% on pypi.org
torchensemble 0.2.0
A unified ensemble framework for PyTorch to improve the performance and robustness of your deep l...
11 versions - Latest release: over 2 years ago - 1 dependent package - 5 dependent repositories - 796 downloads last month - 1,038 stars on GitHub - 1 maintainer
flexpredict 0.2.0a1
Composable, framework-agnostic inference for tabular machine learning models
1 version - Latest release: 3 months ago - 26 downloads last month - 0 stars on GitHub - 1 maintainer
sklearn-special-ensembles 1.1.3
A library of specialized ensembles for sklearn-type base models.
6 versions - Latest release: over 2 years ago - 58 downloads last month - 4 stars on GitHub - 1 maintainer
mesa-cfdna 0.7.4
Multimodal Epigenetic Sequencing Analysis (MESA) is a flexible and sensitive method of capturing ...
9 versions - Latest release: about 1 month ago - 34 downloads last month - 3 stars on GitHub - 1 maintainer
arithmetic-compressor 0.2
An implementation of the Arithmetic Coding algorithm in Python, along with advanced models like P...
2 versions - Latest release: over 3 years ago - 1 dependent repositories - 356 downloads last month - 19 stars on GitHub - 1 maintainer
Top 5.1% on pypi.org
deep-forest 0.1.7
Deep Forest
8 versions - Latest release: about 4 years ago - 1 dependent package - 5 dependent repositories - 925 downloads last month - 960 stars on GitHub - 1 maintainer
multiviewstacking 0.7.5
Python implementation of the Multi-View Stacking algorithm.
13 versions - Latest release: 7 months ago - 55 downloads last month - 30 stars on GitHub - 1 maintainer
randomscm 0.1.2
The Bootstrap aggregating version of the great SCM
2 versions - Latest release: about 2 years ago - 1 dependent repositories - 43 downloads last month - 7 stars on GitHub - 1 maintainer
sklearn-ensemble-cv 0.2.5
Ensemble Cross-validation is a Python package for performing specialized cross-validation on ense...
6 versions - Latest release: over 1 year ago - 160 downloads last month - 4 stars on GitHub - 1 maintainer
scomp-link 2.3.1
The Astromech arm for your Python data projects — end-to-end ML toolkit
30 versions - Latest release: about 1 month ago - 135 downloads last month - 13 stars on GitHub - 1 maintainer
majorityvoteproba 0.1.0
merge probability predictions for majority votes
1 version - Latest release: about 7 years ago - 1 dependent repositories - 9 downloads last month - 0 stars on GitHub - 1 maintainer
maskit 0.1.0
Python package to explore masking gates in variational circuits
1 version - Latest release: over 4 years ago - 1 dependent repositories - 73 downloads last month - 3 stars on GitHub - 1 maintainer
maxjoshua 0.4.3 💰
Feature selection for hard voting classifier and NN sparse weight initialization.
4 versions - Latest release: over 4 years ago - 1 dependent repositories - 26 downloads last month - 2 stars on GitHub - 1 maintainer
scikit-obliquetree 0.1.4
Oblique Decision Tree in Python
5 versions - Latest release: over 5 years ago - 1 dependent repositories - 180 downloads last month - 22 stars on GitHub - 1 maintainer
cerebral 0.0.8
Tool for creating multi-output deep ensemble neural-networks
8 versions - Latest release: almost 4 years ago - 2 dependent packages - 1 dependent repositories - 171 downloads last month - 3 stars on GitHub - 1 maintainer
ensembler 0.2
A python package for ensemling models via Stacking/Bleanding, bagging etc
2 versions - Latest release: over 10 years ago - 2 dependent repositories - 61 downloads last month - 5 stars on GitHub - 1 maintainer
Top 8.6% on pypi.org
hypergbm 0.3.2
A full pipeline AutoML tool integrated various GBM models
19 versions - Latest release: over 2 years ago - 1 dependent repositories - 213 downloads last month - 360 stars on GitHub - 1 maintainer
mlstacking 0.3.1
mlstacking is a Python module for sklearn-API friendly multi-layer stacking
13 versions - Latest release: over 7 years ago - 1 dependent repositories - 81 downloads last month - 1 stars on GitHub - 1 maintainer
binsel 0.3.2 💰
Feature selection for Hard Voting classifier
10 versions - Latest release: over 4 years ago - 1 dependent repositories - 53 downloads last month - 2 stars on GitHub - 1 maintainer
autobotlib 1.19
AutoBOT: Explainable AutoML for texts
92 versions - Latest release: over 4 years ago - 748 downloads last month - 10 stars on GitHub - 1 maintainer
Top 3.0% on pypi.org
autogluon.extra 0.3.1
AutoML for Text, Image, and Tabular Data
420 versions - Latest release: about 5 years ago - 1 dependent package - 9 dependent repositories - 39 thousand downloads last month - 10,582 stars on GitHub - 1 maintainer
ensemble-pkg 0.0.3
Combine models, easily.
3 versions - Latest release: about 7 years ago - 1 dependent repositories - 72 downloads last month - 24 stars on GitHub - 1 maintainer
meta-self-learner 0.0.3
Meta Ensemble Self-Learning with Optimization Objective Functions
3 versions - Latest release: over 5 years ago - 1 dependent repositories - 38 downloads last month - 1 stars on GitHub - 1 maintainer
Top 2.5% on pypi.org
autogluon.mxnet 0.3.1
AutoML for Text, Image, and Tabular Data
420 versions - Latest release: about 5 years ago - 3 dependent packages - 9 dependent repositories - 8.28 thousand downloads last month - 10,555 stars on GitHub - 1 maintainer
basicmlpy 1.0.9
A collection of simple machine learning algorithms
11 versions - Latest release: over 5 years ago - 57 downloads last month - 1 stars on GitHub - 1 maintainer
soln-ml 1.0.2
Soln-ML: Towards Self-Learning AutoML System.
1 version - Latest release: over 6 years ago - 1 dependent repositories - 8 downloads last month - 63 stars on GitHub - 1 maintainer
sleepens 1.0.3
Sleep Classification using Ensemble Classification
4 versions - Latest release: over 3 years ago - 1 dependent repositories - 32 downloads last month - 2 stars on GitHub - 1 maintainer
dagging 0.2.2
Python package implementing the dagging method
3 versions - Latest release: almost 8 years ago - 1 dependent repositories - 69 downloads last month - 2 stars on GitHub - 1 maintainer
freqcascade 0.1.0
Recursive frequency-ordered ensemble decomposition for imbalanced multiclass and multi-label clas...
1 version - Latest release: 3 months ago - 1 maintainer
scikit-small-ensemble 0.0.2
scikit-small-ensemble is a library to make your ensemble models(Random Forest Classifier, etc) ha...
2 versions - Latest release: almost 10 years ago - 1 dependent repositories - 24 downloads last month - 3 stars on GitHub - 1 maintainer
package-kolekar 0.5
1 version - Latest release: over 4 years ago - 1 dependent repositories - 10 downloads last month - 0 stars on GitHub - 1 maintainer
Related Keywords
machine-learning 74 python 50 deep-learning 40 data-science 40 automl 36 scikit-learn 35 pytorch 30 tabular-data 27 hyperparameter-optimization 27 automated-machine-learning 27 forecasting 27 time-series 27 natural-language-processing 25 computer-vision 25 transfer-learning 25 structured-data 24 autogluon 24 gluon 24 object-detection 24 ensemble 18 classification 15 machine learning 12 regression 8 random-forest 8 pypi 6 sklearn 6 gbm 5 decision-tree 5 feature-selection 5 stacking 5 anomaly-detection 5 feature-engineering 5 bagging 5 data-mining 5 adaboost 5 neural-network 4 gpu 4 preprocessing 4 optimization 4 gradient-boosting 4 hyperparameter-tuning 4 text-classification 4 ensemble learning 4 tensorflow 3 segmentation 3 clustering 3 automation 3 automl-algorithms 3 anomaly detection 3 lightgbm 3 trading 3 machine-learning-algorithms 3 support-vector-machine 3 pybind11 3 naive-bayes-classifier 3 logistic-regression 3 unsupervised-learning 3 linear-discriminant-analysis 3 framework 3 neural-networks 3 eigen 3 cpp17 3 cluster 3 torch 3 xgboost 3 semi-supervised-learning 3 dask 3 artificial-intelligence 3 big-data 3 distributed 3 h2o 3 h2o-automl 3 hadoop 3 java 3 naive-bayes 3 opensource 3 pca 3 r 3 spark 3 data mining 3 modeling 3 python3 3 imbalanced-learning 3 class-imbalance 3 cross-validation 3 machine-learning-models 3 precision-matrix 2 benchmarking 2 graphical-models 2 autoML 2 bayesian-optimization 2 time series 2 boosting 2 classifier 2 sparse-neural-network 2 neural-network-initialization 2 hard-voting-classifier 2 bootstrapping 2 binary-classification 2 graphical-lasso 2