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 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
Top 7.3% on cran.r-project.org
mboost 2.9-10
Model-Based Boosting
74 versions - Latest release: 10 days ago - 35 dependent packages - 66 dependent repositories - 4.49 thousand downloads last month - 71 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
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
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
gpboost 1.4.0
Combining Tree-Boosting with Gaussian Process and Mixed Effects Models
36 versions - Latest release: 28 days ago - 952 downloads last month - 498 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: 15 days ago - 43 dependent packages - 76 dependent repositories - 10.5 thousand downloads last month - 880 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 - 72.8 thousand downloads last month - 945 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
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
mlr3misc 0.15.0 💰
Helper Functions for 'mlr3'
28 versions - Latest release: 29 days ago - 29 dependent packages - 55 dependent repositories - 10.1 thousand downloads last month - 10 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 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 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 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 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 8.1% on cran.r-project.org
mlr3pipelines 0.5.2 💰
Preprocessing Operators and Pipelines for 'mlr3'
23 versions - Latest release: 16 days ago - 16 dependent packages - 34 dependent repositories - 5.52 thousand downloads last month - 130 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
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
lares 5.2.7
Analytics & Machine Learning Sidekick
20 versions - Latest release: 17 days ago - 2 dependent packages - 6 dependent repositories - 4.15 thousand downloads last month - 230 stars on GitHub - 1 maintainer
vimp 2.3.3
Perform Inference on Algorithm-Agnostic Variable Importance
20 versions - Latest release: 9 months ago - 1 dependent repositories - 409 downloads last month - 21 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
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
midasml 0.1.10
Estimation and Prediction Methods for High-Dimensional Mixed Frequency Time Series Data
18 versions - Latest release: about 2 years ago - 922 downloads last month - 36 stars on GitHub - 1 maintainer
CAST 1.0.1
'caret' Applications for Spatial-Temporal Models
18 versions - Latest release: 14 days ago - 2 dependent packages - 6 dependent repositories - 1.23 thousand downloads last month - 90 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
msaenet 3.1.1
Multi-Step Adaptive Estimation Methods for Sparse Regressions
15 versions - Latest release: 2 months ago - 1 dependent repositories - 468 downloads last month - 13 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
rsparkling 0.2.19
R Interface for H2O Sparkling Water
15 versions - Latest release: over 4 years ago - 2 dependent repositories - 412 downloads last month - 952 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
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
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
newsmap 0.8.3
Semi-Supervised Model for Geographical Document Classification
14 versions - Latest release: 7 months ago - 1 dependent repositories - 400 downloads last month - 56 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
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
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
assignPOP 1.3.0
Population Assignment using Genetic, Non-Genetic or Integrated Data in a Machine Learning Framework
13 versions - Latest release: about 2 months ago - 556 downloads last month - 17 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
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
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
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
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
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
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
enpls 6.1
Ensemble Partial Least Squares Regression
12 versions - Latest release: almost 5 years ago - 272 downloads last month - 18 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
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
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
RGF 1.1.1
Regularized Greedy Forest
11 versions - Latest release: over 1 year ago - 1 dependent repositories - 384 downloads last month - 371 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
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
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
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
theft 0.6.1
Tools for Handling Extraction of Features from Time Series
10 versions - Latest release: about 2 months ago - 536 downloads last month - 33 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
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
manymodelr 0.3.7
Build and Tune Several Models
10 versions - Latest release: over 2 years ago - 278 downloads last month - 2 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
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
finnts 0.4.0
Microsoft Finance Time Series Forecasting Framework
9 versions - Latest release: 5 months ago - 446 downloads last month - 175 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
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
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
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
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
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
fairadapt 0.2.7 removed
Fair Data Adaptation with Quantile Preservation
9 versions - Latest release: 7 months ago - 272 downloads last month - 1 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
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
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
helda 1.1.5 removed
Preprocess Data and Get Better Insights from Machine Learning Models
8 versions - Latest release: over 3 years ago - 3 stars on GitHub - 1 maintainer
lmtp 1.3.3
Non-Parametric Causal Effects of Feasible Interventions Based on Modified Treatment Policies
8 versions - Latest release: about 1 month ago - 580 downloads last month - 53 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
miceRanger 1.5.0
Multiple Imputation by Chained Equations with Random Forests
8 versions - Latest release: over 2 years ago - 1 dependent repositories - 445 downloads last month - 62 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: 16 days ago - 2 dependent packages - 1 dependent repositories - 1.34 thousand downloads last month - 119 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
gasper 1.1.6
Graph Signal Processing
8 versions - Latest release: 2 months ago - 284 downloads last month - 8 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
gensvm 0.1.7
A Generalized Multiclass Support Vector Machine
7 versions - Latest release: over 1 year ago - 797 downloads last month - 6 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
FuzzyClass 0.1.6
Fuzzy and Non-Fuzzy Classifiers
7 versions - Latest release: 3 months ago - 230 downloads last month - 1 stars on GitHub - 1 maintainer
vennLasso 0.1.6 removed
Variable Selection for Heterogeneous Populations
7 versions - Latest release: almost 4 years ago - 151 downloads last month - 5 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
familiar 1.4.6
End-to-End Automated Machine Learning and Model Evaluation
7 versions - Latest release: 4 months ago - 320 downloads last month - 28 stars on GitHub - 1 maintainer
mfe 0.1.5 removed
Meta-Feature Extractor
6 versions - Latest release: about 4 years ago - 26 stars on GitHub - 1 maintainer
RECA 1.7
Relevant Component Analysis for Supervised Distance Metric Learning
6 versions - Latest release: almost 5 years ago - 182 downloads last month - 7 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
mcboost 0.4.3 💰
Multi-Calibration Boosting
6 versions - Latest release: 27 days ago - 256 downloads last month - 28 stars on GitHub - 1 maintainer
epitweetr 2.2.16 removed
Early Detection of Public Health Threats from 'Twitter' Data
6 versions - Latest release: 6 months ago - 99 downloads last month - 53 stars on GitHub - 1 maintainer
datafsm 0.2.4
Estimating Finite State Machine Models from Data
6 versions - Latest release: almost 3 years ago - 175 downloads last month - 11 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
sjSDM 1.0.5
Scalable Joint Species Distribution Modeling
6 versions - Latest release: 11 months ago - 248 downloads last month - 61 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
MRFcov 1.0.39
Markov Random Fields with Additional Covariates
5 versions - Latest release: about 1 year ago - 280 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
txshift 0.3.8
Efficient Estimation of the Causal Effects of Stochastic Interventions
5 versions - Latest release: about 2 years ago - 7 dependent repositories - 203 downloads last month - 12 stars on GitHub - 1 maintainer
autoplotly 0.1.4 💰
Automatic Generation of Interactive Visualizations for Statistical Results
5 versions - Latest release: about 3 years ago - 3 dependent repositories - 556 downloads last month - 85 stars on GitHub - 1 maintainer
survex 1.2.0
Explainable Machine Learning in Survival Analysis
5 versions - Latest release: 7 months ago - 461 downloads last month - 88 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 python 11 classification 11 regression 10 forecasting 10 automl 10 deep-learning 10 feature-selection 9 random-forest 9 predictive-modeling 8 ai 8 explainable-ai 8 causal-inference 8 variable-selection 7 machine-learning-algorithms 7 interpretable-machine-learning 7 ensemble-learning 6 iml 6 hyperparameter-tuning 6 cross-validation 6 xgboost 5 shap 5 data-analysis 5 variable-importance 5 fairness 5 optimization 5 tuning 5 gbm 5 econometrics 5 clustering 5 h2o 5 gradient-boosting 4 explanatory-model-analysis 4 explainable-ml 4 bbotk 4 hyperparameter-optimization 4 r-language 4 regression-models 4 linear-regression 4 neural-network 4 high-dimensional-data 4 graphical-models 4 dimensionality-reduction 4 forecast 4 data-mining 4 data-visualization 4 visualization 4 survival-analysis 4 spark 4 r-stats 4 artificial-intelligence 4 tune 3 preprocessing 3 tidyverse 3 shapley-value 3 supervised-learning 3 decision-trees 3 forecasting-models 3 model-visualization 3 linear-models 3 censored-data 3 automatic-machine-learning 3 glm 3 c-plus-plus 3 tidymodeling 3 stacking 3 tidymodels 3 learners 3 rstats-package 3 time-series-analysis 3 timeseries 3 cox-regression 3 caret 3 package 3 gpu 3 gbdt 3 missing-values 3 algorithms 3 feature-extraction 3 boosting 3 metric-learning 3 explainable-artificial-intelligence 3 big-data 3 lightgbm 3 partial-dependence-plot 2 visual-explanations 2 random-forests 2 nonparametric-statistics 2 scikit-learn 2 robust-statistics 2 stochastic-interventions 2