Ecosyste.ms: Packages

An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.

cran.r-project.org "machine-learning" keyword

Top 4.2% on cran.r-project.org
pROC 1.18.5
Display and Analyze ROC Curves
38 versions - Latest release: 6 months ago - 138 dependent packages - 579 dependent repositories - 146 thousand downloads last month - 114 stars on GitHub - 1 maintainer
Top 3.7% on cran.r-project.org
xgboost 0.82.1 💰
Extreme Gradient Boosting
34 versions - Latest release: about 5 years ago - 131 dependent packages - 520 dependent repositories - 68.9 thousand downloads last month - 25,446 stars on GitHub - 1 maintainer
Top 5.5% on cran.r-project.org
mlr3 0.19.0 💰
Machine Learning in R - Next Generation
34 versions - Latest release: 16 days ago - 43 dependent packages - 76 dependent repositories - 10.5 thousand downloads last month - 880 stars on GitHub - 1 maintainer
Top 5.2% on cran.r-project.org
mlr 2.19.1 💰
Machine Learning in R
24 versions - Latest release: over 1 year ago - 39 dependent packages - 90 dependent repositories - 13.7 thousand downloads last month - 1,628 stars on GitHub - 1 maintainer
Top 7.3% on cran.r-project.org
mboost 2.9-10
Model-Based Boosting
74 versions - Latest release: 11 days ago - 35 dependent packages - 66 dependent repositories - 4.49 thousand downloads last month - 71 stars on GitHub - 1 maintainer
Top 5.1% on cran.r-project.org
performance 0.11.0 💰
Assessment of Regression Models Performance
33 versions - Latest release: about 2 months ago - 31 dependent packages - 71 dependent repositories - 76.8 thousand downloads last month - 945 stars on GitHub - 1 maintainer
Top 4.6% on cran.r-project.org
h2o 3.44.0.3
R Interface for the 'H2O' Scalable Machine Learning Platform
50 versions - Latest release: 4 months ago - 29 dependent packages - 288 dependent repositories - 13.7 thousand downloads last month - 6,710 stars on GitHub - 1 maintainer
mlr3misc 0.15.0 💰
Helper Functions for 'mlr3'
28 versions - Latest release: 30 days ago - 29 dependent packages - 55 dependent repositories - 10.1 thousand downloads last month - 10 stars on GitHub - 1 maintainer
Top 5.1% on cran.r-project.org
mlr3learners 0.6.0 💰
Recommended Learners for 'mlr3'
24 versions - Latest release: about 2 months ago - 27 dependent packages - 48 dependent repositories - 6.25 thousand downloads last month - 87 stars on GitHub - 1 maintainer
Top 6.7% on cran.r-project.org
DALEX 2.4.3 💰
moDel Agnostic Language for Exploration and eXplanation
29 versions - Latest release: over 1 year ago - 25 dependent packages - 43 dependent repositories - 6.09 thousand downloads last month - 1,327 stars on GitHub - 1 maintainer
Top 1.9% on cran.r-project.org
timetk 2.9.0
A Tool Kit for Working with Time Series
23 versions - Latest release: 6 months ago - 22 dependent packages - 56 dependent repositories - 61.8 thousand downloads last month - 597 stars on GitHub - 1 maintainer
Top 8.1% on cran.r-project.org
mlr3pipelines 0.5.2 💰
Preprocessing Operators and Pipelines for 'mlr3'
23 versions - Latest release: 17 days ago - 16 dependent packages - 34 dependent repositories - 5.52 thousand downloads last month - 130 stars on GitHub - 1 maintainer
bbotk 0.8.0 💰
Black-Box Optimization Toolkit
18 versions - Latest release: 2 months ago - 13 dependent packages - 28 dependent repositories - 5.86 thousand downloads last month - 19 stars on GitHub - 1 maintainer
Top 9.7% on cran.r-project.org
mlr3tuning 0.20.0 💰
Hyperparameter Optimization for 'mlr3'
28 versions - Latest release: 2 months ago - 13 dependent packages - 28 dependent repositories - 5.27 thousand downloads last month - 51 stars on GitHub - 1 maintainer
Top 4.3% on cran.r-project.org
pdp 0.8.1
Partial Dependence Plots
11 versions - Latest release: almost 2 years ago - 12 dependent packages - 28 dependent repositories - 6.12 thousand downloads last month - 89 stars on GitHub - 1 maintainer
Top 7.0% on cran.r-project.org
vip 0.4.1
Variable Importance Plots
10 versions - Latest release: 9 months ago - 12 dependent packages - 33 dependent repositories - 9.37 thousand downloads last month - 184 stars on GitHub - 1 maintainer
Top 3.0% on cran.r-project.org
grf 2.3.2
Generalized Random Forests
23 versions - Latest release: 2 months ago - 11 dependent packages - 21 dependent repositories - 6.35 thousand downloads last month - 931 stars on GitHub - 1 maintainer
Top 9.6% on cran.r-project.org
quantregForest 1.3-7
Quantile Regression Forests
12 versions - Latest release: over 6 years ago - 10 dependent packages - 16 dependent repositories - 1.86 thousand downloads last month - 20 stars on GitHub - 1 maintainer
Top 3.2% on cran.r-project.org
modeltime 1.2.8
The Tidymodels Extension for Time Series Modeling
27 versions - Latest release: 8 months ago - 9 dependent packages - 19 dependent repositories - 2.18 thousand downloads last month - 496 stars on GitHub - 1 maintainer
Top 8.7% on cran.r-project.org
mltools 0.3.5
Machine Learning Tools
8 versions - Latest release: almost 6 years ago - 8 dependent packages - 13 dependent repositories - 3.65 thousand downloads last month - 72 stars on GitHub - 1 maintainer
Top 3.9% on cran.r-project.org
lightgbm 4.3.0
Light Gradient Boosting Machine
14 versions - Latest release: 4 months ago - 8 dependent packages - 41 dependent repositories - 5.48 thousand downloads last month - 16,067 stars on GitHub - 1 maintainer
Top 5.5% on cran.r-project.org
cvAUC 1.1.4
Cross-Validated Area Under the ROC Curve Confidence Intervals
5 versions - Latest release: over 2 years ago - 8 dependent packages - 183 dependent repositories - 3.9 thousand downloads last month - 23 stars on GitHub - 1 maintainer
Top 7.9% on cran.r-project.org
mlpack 4.3.0 💰
'Rcpp' Integration for the 'mlpack' Library
9 versions - Latest release: 5 months ago - 7 dependent packages - 4 dependent repositories - 791 downloads last month - 4,814 stars on GitHub - 1 maintainer
Top 5.5% on cran.r-project.org
missRanger 2.4.0
Fast Imputation of Missing Values
13 versions - Latest release: 6 months ago - 7 dependent packages - 13 dependent repositories - 2.5 thousand downloads last month - 53 stars on GitHub - 1 maintainer
mlr3measures 0.5.0 💰
Performance Measures for 'mlr3'
10 versions - Latest release: almost 2 years ago - 6 dependent packages - 11 dependent repositories - 7.7 thousand downloads last month - 11 stars on GitHub - 1 maintainer
stabs 0.6-4
Stability Selection with Error Control
6 versions - Latest release: over 3 years ago - 6 dependent packages - 17 dependent repositories - 3.42 thousand downloads last month - 25 stars on GitHub - 1 maintainer
breakDown 0.2.2 💰
Model Agnostic Explainers for Individual Predictions
7 versions - Latest release: about 2 months ago - 5 dependent packages - 7 dependent repositories - 758 downloads last month - 100 stars on GitHub - 1 maintainer
Top 8.7% on cran.r-project.org
OpenML 1.12 💰
Open Machine Learning and Open Data Platform
12 versions - Latest release: over 1 year ago - 4 dependent packages - 5 dependent repositories - 572 downloads last month - 93 stars on GitHub - 1 maintainer
genieclust 1.1.3
Fast and Robust Hierarchical Clustering with Noise Points Detection
9 versions - Latest release: over 1 year ago - 3 dependent packages - 1 dependent repositories - 617 downloads last month - 53 stars on GitHub - 1 maintainer
Top 8.3% on cran.r-project.org
auditor 1.3.5
Model Audit - Verification, Validation, and Error Analysis
10 versions - Latest release: 6 months ago - 3 dependent packages - 3 dependent repositories - 1.35 thousand downloads last month - 58 stars on GitHub - 1 maintainer
healthyR.ai 0.0.13
The Machine Learning and AI Modeling Companion to 'healthyR'
13 versions - Latest release: about 1 year ago - 3 dependent packages - 2 dependent repositories - 361 downloads last month - 13 stars on GitHub - 1 maintainer
Top 7.7% on cran.r-project.org
lfda 1.1.3 💰
Local Fisher Discriminant Analysis
5 versions - Latest release: almost 5 years ago - 3 dependent packages - 8 dependent repositories - 1.46 thousand downloads last month - 77 stars on GitHub - 1 maintainer
mlr3data 0.7.0 💰
Collection of Machine Learning Data Sets for 'mlr3'
10 versions - Latest release: 11 months ago - 3 dependent packages - 7 dependent repositories - 3.7 thousand downloads last month - 2 stars on GitHub - 1 maintainer
mlr3verse 0.2.8 💰
Easily Install and Load the 'mlr3' Package Family
11 versions - Latest release: about 1 year ago - 3 dependent packages - 7 dependent repositories - 4.31 thousand downloads last month - 38 stars on GitHub - 1 maintainer
rags2ridges 2.2.7
Ridge Estimation of Precision Matrices from High-Dimensional Data
15 versions - Latest release: 7 months ago - 3 dependent packages - 1 dependent repositories - 859 downloads last month - 8 stars on GitHub - 1 maintainer
text 1.2.1
Analyses of Text using Transformers Models from HuggingFace, Natural Language Processing and Mach...
8 versions - Latest release: 17 days ago - 2 dependent packages - 1 dependent repositories - 1.34 thousand downloads last month - 119 stars on GitHub - 1 maintainer
lares 5.2.7
Analytics & Machine Learning Sidekick
20 versions - Latest release: 18 days ago - 2 dependent packages - 6 dependent repositories - 4.15 thousand downloads last month - 230 stars on GitHub - 1 maintainer
CAST 1.0.1
'caret' Applications for Spatial-Temporal Models
18 versions - Latest release: 15 days ago - 2 dependent packages - 6 dependent repositories - 1.23 thousand downloads last month - 90 stars on GitHub - 1 maintainer
splitTools 1.0.1
Tools for Data Splitting
9 versions - Latest release: 11 months ago - 2 dependent packages - 5 dependent repositories - 1.6 thousand downloads last month - 13 stars on GitHub - 1 maintainer
mmpf 0.0.5
Monte-Carlo Methods for Prediction Functions
5 versions - Latest release: over 5 years ago - 2 dependent packages - 41 dependent repositories - 1.06 thousand downloads last month - 11 stars on GitHub - 1 maintainer
ParBayesianOptimization 1.2.6
Parallel Bayesian Optimization of Hyperparameters
9 versions - Latest release: over 1 year ago - 2 dependent packages - 4 dependent repositories - 980 downloads last month - 99 stars on GitHub - 1 maintainer
TSPred 3.0.2
Functions for Benchmarking Time Series Prediction
8 versions - Latest release: about 7 years ago - 2 dependent packages - 1 dependent repositories - 675 downloads last month - 22 stars on GitHub - 1 maintainer
sparsebnUtils 0.0.8 removed
Utilities for Learning Sparse Bayesian Networks
8 versions - Latest release: over 3 years ago - 2 dependent packages - 4 dependent repositories - 261 downloads last month - 2 stars on GitHub - 1 maintainer
Top 9.6% on cran.r-project.org
NNS 0.9.9
Nonlinear Nonparametric Statistics
95 versions - Latest release: 12 months ago - 2 dependent packages - 1 dependent repositories - 1.37 thousand downloads last month - 50 stars on GitHub - 1 maintainer
mlr3db 0.5.2 💰
Data Base Backend for 'mlr3'
13 versions - Latest release: 6 months ago - 2 dependent packages - 2 dependent repositories - 442 downloads last month - 21 stars on GitHub - 1 maintainer
rwavelet 0.4.1
Wavelet Analysis
3 versions - Latest release: over 3 years ago - 1 dependent package - 169 downloads last month - 4 stars on GitHub - 1 maintainer
abess 0.4.8
Fast Best Subset Selection
8 versions - Latest release: 8 months ago - 1 dependent package - 3 dependent repositories - 675 downloads last month - 426 stars on GitHub - 1 maintainer
MetricsWeighted 1.0.3
Weighted Metrics and Performance Measures for Machine Learning
14 versions - Latest release: 6 months ago - 1 dependent package - 1 dependent repositories - 880 downloads last month - 10 stars on GitHub - 1 maintainer
flashlight 0.9.0
Shed Light on Black Box Machine Learning Models
14 versions - Latest release: almost 1 year ago - 1 dependent package - 1 dependent repositories - 569 downloads last month - 21 stars on GitHub - 1 maintainer
formulaic 0.0.8
Dynamic Generation and Quality Checks of Formula Objects
8 versions - Latest release: about 3 years ago - 1 dependent package - 1 dependent repositories - 356 downloads last month - 8 stars on GitHub - 1 maintainer
healthyR.ts 0.3.0
The Time Series Modeling Companion to 'healthyR'
23 versions - Latest release: 6 months ago - 1 dependent package - 1 dependent repositories - 502 downloads last month - 17 stars on GitHub - 1 maintainer
hfr 0.7.1
Estimate Hierarchical Feature Regression Models
6 versions - Latest release: 2 months ago - 1 dependent package - 1 dependent repositories - 265 downloads last month - 1 stars on GitHub - 1 maintainer
mlr3oml 0.9.0 💰
Connector Between 'mlr3' and 'OpenML'
14 versions - Latest release: 8 months ago - 1 dependent package - 5 dependent repositories - 465 downloads last month - 4 stars on GitHub - 1 maintainer
textfeatures 0.3.3 removed
Extracts Features from Text
5 versions - Latest release: over 4 years ago - 1 dependent package - 7 dependent repositories - 424 downloads last month - 168 stars on GitHub - 1 maintainer
mlr3fselect 0.12.0 💰
Feature Selection for 'mlr3'
19 versions - Latest release: 2 months ago - 1 dependent package - 4 dependent repositories - 3.39 thousand downloads last month - 19 stars on GitHub - 1 maintainer
mlr3tuningspaces 0.5.0 💰
Search Spaces for 'mlr3'
12 versions - Latest release: 2 months ago - 1 dependent package - 3 dependent repositories - 3.36 thousand downloads last month - 10 stars on GitHub - 1 maintainer
treeshap 0.3.1
Compute SHAP Values for Your Tree-Based Models Using the 'TreeSHAP' Algorithm
3 versions - Latest release: 4 months ago - 1 dependent package - 1 dependent repositories - 420 downloads last month - 73 stars on GitHub - 1 maintainer
Rcatch22 0.2.1
Calculation of 22 CAnonical Time-Series CHaracteristics
4 versions - Latest release: almost 2 years ago - 1 dependent package - 3 dependent repositories - 234 downloads last month - 20 stars on GitHub - 1 maintainer
L0Learn 2.1.0
Fast Algorithms for Best Subset Selection
9 versions - Latest release: about 1 year ago - 1 dependent package - 3 dependent repositories - 862 downloads last month - 91 stars on GitHub - 1 maintainer
mlr3hyperband 0.5.0 💰
Hyperband for 'mlr3'
12 versions - Latest release: 2 months ago - 1 dependent package - 4 dependent repositories - 3.26 thousand downloads last month - 18 stars on GitHub - 1 maintainer
Rforestry 0.10.0
Random Forests, Linear Trees, and Gradient Boosting for Inference and Interpretability
10 versions - Latest release: about 1 year ago - 1 dependent package - 1 dependent repositories - 464 downloads last month - 30 stars on GitHub - 1 maintainer
DoubleML 1.0.0
Double Machine Learning in R
13 versions - Latest release: 3 months ago - 1 dependent package - 1 dependent repositories - 1.01 thousand downloads last month - 112 stars on GitHub - 1 maintainer
FDboost 1.1-2
Boosting Functional Regression Models
12 versions - Latest release: 9 months ago - 1 dependent package - 5 dependent repositories - 1.26 thousand downloads last month - 16 stars on GitHub - 1 maintainer
kernelshap 0.4.1
Kernel SHAP
13 versions - Latest release: 5 months ago - 1 dependent package - 1 dependent repositories - 895 downloads last month - 30 stars on GitHub - 1 maintainer
densratio 0.2.1
Density Ratio Estimation
3 versions - Latest release: almost 5 years ago - 1 dependent package - 2 dependent repositories - 229 downloads last month - 21 stars on GitHub - 1 maintainer
tidyAML 0.0.5
Automatic Machine Learning with 'tidymodels'
5 versions - Latest release: about 2 months ago - 1 dependent package - 332 downloads last month - 59 stars on GitHub - 1 maintainer
haldensify 0.2.3
Highly Adaptive Lasso Conditional Density Estimation
5 versions - Latest release: about 2 years ago - 1 dependent package - 18 dependent repositories - 347 downloads last month - 15 stars on GitHub - 1 maintainer
sperrorest 3.0.5
Perform Spatial Error Estimation and Variable Importance Assessment
12 versions - Latest release: over 1 year ago - 1 dependent package - 4 dependent repositories - 504 downloads last month - 17 stars on GitHub - 1 maintainer
resemble 2.2.3
Memory-Based Learning in Spectral Chemometrics
9 versions - Latest release: 3 months ago - 1 dependent package - 2 dependent repositories - 19 stars on GitHub - 1 maintainer
shapviz 0.9.3
SHAP Visualizations
15 versions - Latest release: 4 months ago - 1 dependent package - 2 dependent repositories - 3.71 thousand downloads last month - 63 stars on GitHub - 1 maintainer
mikropml 1.6.1
User-Friendly R Package for Supervised Machine Learning Pipelines
13 versions - Latest release: 9 months ago - 1 dependent repositories - 481 downloads last month - 52 stars on GitHub - 1 maintainer
FMradio 1.1.1
Factor Modeling for Radiomics Data
2 versions - Latest release: over 4 years ago - 172 downloads last month - 10 stars on GitHub - 1 maintainer
live 1.5.13
Local Interpretable (Model-Agnostic) Visual Explanations
10 versions - Latest release: over 4 years ago - 354 downloads last month - 34 stars on GitHub - 1 maintainer
guildai 0.0.1
Track Machine Learning Experiments
1 version - Latest release: about 1 year ago - 177 downloads last month - 19 stars on GitHub - 1 maintainer
pipeliner 0.1.1
Machine Learning Pipelines for R
2 versions - Latest release: over 7 years ago - 161 downloads last month - 67 stars on GitHub - 1 maintainer
MachineShop 3.7.0
Machine Learning Models and Tools
32 versions - Latest release: 8 months ago - 1 dependent repositories - 557 downloads last month - 61 stars on GitHub - 1 maintainer
caretForecast 0.1.1
Conformal Time Series Forecasting Using State of Art Machine Learning Algorithms
3 versions - Latest release: over 1 year ago - 1 dependent repositories - 366 downloads last month - 20 stars on GitHub - 1 maintainer
distillML 0.1.0.13
Model Distillation and Interpretability Methods for Machine Learning Models
2 versions - Latest release: about 1 year ago - 278 downloads last month - 5 stars on GitHub - 1 maintainer
peRspective 0.1.1 removed
Interface to the 'Perspective' API
2 versions - Latest release: almost 3 years ago - 283 downloads last month - 49 stars on GitHub - 1 maintainer
hstats 1.1.2
Interaction Statistics
7 versions - Latest release: 3 months ago - 353 downloads last month - 22 stars on GitHub - 1 maintainer
milr 0.3.1
Multiple-Instance Logistic Regression with LASSO Penalty
4 versions - Latest release: over 3 years ago - 232 downloads last month - 10 stars on GitHub - 1 maintainer
cleandata 0.3.0
To Inspect and Manipulate Data; and to Keep Track of This Process
3 versions - Latest release: over 5 years ago - 242 downloads last month - 3 stars on GitHub - 1 maintainer
Top 9.5% on cran.r-project.org
mlflow 2.11.1
Interface to 'MLflow'
53 versions - Latest release: about 2 months ago - 2 dependent repositories - 15.2 thousand downloads last month - 17,353 stars on GitHub - 1 maintainer
cattonum 0.0.5 removed
Encode Categorical Features
5 versions - Latest release: almost 4 years ago - 31 stars on GitHub - 1 maintainer
interpret 0.1.33
Fit Interpretable Machine Learning Models
10 versions - Latest release: over 1 year ago - 388 downloads last month - 5,831 stars on GitHub - 1 maintainer
tidyfit 0.7.1
Regularized Linear Modeling with Tidy Data
9 versions - Latest release: about 2 months ago - 477 downloads last month - 10 stars on GitHub - 1 maintainer
gpboost 1.4.0
Combining Tree-Boosting with Gaussian Process and Mixed Effects Models
36 versions - Latest release: 29 days ago - 952 downloads last month - 498 stars on GitHub - 1 maintainer
ClustAssess 0.3.0
Tools for Assessing Clustering
3 versions - Latest release: over 2 years ago - 247 downloads last month - 18 stars on GitHub - 1 maintainer
HTLR 0.4-4
Bayesian Logistic Regression with Heavy-Tailed Priors
5 versions - Latest release: over 1 year ago - 289 downloads last month - 9 stars on GitHub - 1 maintainer
miceRanger 1.5.0
Multiple Imputation by Chained Equations with Random Forests
8 versions - Latest release: over 2 years ago - 1 dependent repositories - 413 downloads last month - 62 stars on GitHub - 1 maintainer
theftdlc 0.1.0
Analyse and Interpret Time Series Features
1 version - Latest release: about 2 months ago - 239 downloads last month - 0 stars on GitHub - 1 maintainer
AIPW 0.6.3.2
Augmented Inverse Probability Weighting
1 version - Latest release: almost 3 years ago - 1 dependent repositories - 400 downloads last month - 20 stars on GitHub - 1 maintainer
ngboostForecast 0.1.1
Probabilistic Time Series Forecasting
3 versions - Latest release: almost 2 years ago - 222 downloads last month - 6 stars on GitHub - 1 maintainer
modelgrid 1.2.0
A Framework for Creating, Managing and Training Multiple 'caret' Models
3 versions - Latest release: 3 days ago - 33 downloads last month - 23 stars on GitHub - 1 maintainer
cometr 0.4.0
'Comet' API for R
5 versions - Latest release: 7 months ago - 224 downloads last month - 8 stars on GitHub - 1 maintainer
mlsurvlrnrs 0.0.3
R6-Based ML Survival Learners for 'mlexperiments'
2 versions - Latest release: 2 months ago - 307 downloads last month - 2 stars on GitHub - 1 maintainer
BOSO 1.0.4
Bilevel Optimization Selector Operator
2 versions - Latest release: 30 days ago - 205 downloads last month - 2 stars on GitHub - 1 maintainer
outForest 1.0.1
Multivariate Outlier Detection and Replacement
6 versions - Latest release: 12 months ago - 1 dependent repositories - 297 downloads last month - 12 stars on GitHub - 1 maintainer
RGF 1.1.1
Regularized Greedy Forest
11 versions - Latest release: over 1 year ago - 1 dependent repositories - 384 downloads last month - 372 stars on GitHub - 1 maintainer
mlexperiments 0.0.3
Machine Learning Experiments
2 versions - Latest release: 2 months ago - 1 dependent repositories - 508 downloads last month - 5 stars on GitHub - 1 maintainer
Related Keywords
r 95 r-package 58 data-science 28 rstats 26 statistics 25 mlr3 18 cran 17 time-series 16 xai 13 interpretability 12 classification 11 python 11 deep-learning 10 automl 10 regression 10 forecasting 10 random-forest 9 feature-selection 9 explainable-ai 8 ai 8 causal-inference 8 predictive-modeling 8 variable-selection 7 machine-learning-algorithms 7 interpretable-machine-learning 7 cross-validation 6 hyperparameter-tuning 6 ensemble-learning 6 iml 6 optimization 5 h2o 5 fairness 5 variable-importance 5 econometrics 5 shap 5 xgboost 5 data-analysis 5 tuning 5 clustering 5 gbm 5 explainable-ml 4 linear-regression 4 data-visualization 4 regression-models 4 bbotk 4 hyperparameter-optimization 4 r-stats 4 explanatory-model-analysis 4 gradient-boosting 4 graphical-models 4 neural-network 4 high-dimensional-data 4 visualization 4 spark 4 survival-analysis 4 forecast 4 artificial-intelligence 4 data-mining 4 r-language 4 dimensionality-reduction 4 forecasting-models 3 rstats-package 3 automatic-machine-learning 3 linear-models 3 censored-data 3 shapley-value 3 caret 3 metric-learning 3 tidyverse 3 missing-values 3 timeseries 3 preprocessing 3 c-plus-plus 3 boosting 3 lightgbm 3 tune 3 cox-regression 3 decision-trees 3 time-series-analysis 3 supervised-learning 3 tidymodels 3 tidymodeling 3 glm 3 gbdt 3 model-visualization 3 big-data 3 explainable-artificial-intelligence 3 feature-extraction 3 stacking 3 algorithms 3 learners 3 gpu 3 package 3 modeling 2 machine-learning-library 2 ml 2 imputation 2 gbrt 2 elastic-net 2 random-forests 2