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 "xai" keyword
vivo 0.2.1
Variable Importance via Oscillations5 versions - Latest release: over 3 years ago - 266 downloads last month - 14 stars on GitHub - 1 maintainer
iBreakDown 2.1.2
Model Agnostic Instance Level Variable Attributions9 versions - Latest release: 6 months ago - 4 dependent packages - 8 dependent repositories - 5 thousand downloads last month - 79 stars on GitHub - 1 maintainer
flashlight 0.9.0
Shed Light on Black Box Machine Learning Models14 versions - Latest release: about 1 year ago - 1 dependent package - 1 dependent repositories - 693 downloads last month - 21 stars on GitHub - 1 maintainer
treeshap 0.3.1
Compute SHAP Values for Your Tree-Based Models Using the 'TreeSHAP' Algorithm3 versions - Latest release: 4 months ago - 1 dependent package - 1 dependent repositories - 475 downloads last month - 75 stars on GitHub - 1 maintainer
Top 6.7% on cran.r-project.org
29 versions - Latest release: over 1 year ago - 26 dependent packages - 43 dependent repositories - 6.38 thousand downloads last month - 1,330 stars on GitHub - 1 maintainer
DALEX 2.4.3 💰
moDel Agnostic Language for Exploration and eXplanation29 versions - Latest release: over 1 year ago - 26 dependent packages - 43 dependent repositories - 6.38 thousand downloads last month - 1,330 stars on GitHub - 1 maintainer
modelStudio 3.1.2 💰
Interactive Studio for Explanatory Model Analysis18 versions - Latest release: about 1 year ago - 1 dependent repositories - 561 downloads last month - 319 stars on GitHub - 1 maintainer
survex 1.2.0
Explainable Machine Learning in Survival Analysis5 versions - Latest release: 7 months ago - 461 downloads last month - 88 stars on GitHub - 1 maintainer
kernelshap 0.4.1
Kernel SHAP13 versions - Latest release: 6 months ago - 1 dependent package - 1 dependent repositories - 895 downloads last month - 30 stars on GitHub - 1 maintainer
breakDown 0.2.2 💰
Model Agnostic Explainers for Individual Predictions7 versions - Latest release: 2 months ago - 5 dependent packages - 7 dependent repositories - 758 downloads last month - 100 stars on GitHub - 1 maintainer
triplot 1.3.0
Explaining Correlated Features in Machine Learning Models2 versions - Latest release: almost 4 years ago - 195 downloads last month - 9 stars on GitHub - 1 maintainer
fastshap 0.1.1
Fast Approximate Shapley Values8 versions - Latest release: 3 months ago - 6 dependent packages - 4 dependent repositories - 2.12 thousand downloads last month - 110 stars on GitHub - 1 maintainer
neuralGAM 1.1.1
Interpretable Neural Network Based on Generalized Additive Models3 versions - Latest release: 30 days ago - 1.17 thousand downloads last month - 1 stars on GitHub - 1 maintainer
live 1.5.13
Local Interpretable (Model-Agnostic) Visual Explanations10 versions - Latest release: over 4 years ago - 354 downloads last month - 34 stars on GitHub - 1 maintainer
hstats 1.1.2
Interaction Statistics7 versions - Latest release: 4 months ago - 353 downloads last month - 22 stars on GitHub - 1 maintainer
interpret 0.1.33
Fit Interpretable Machine Learning Models10 versions - Latest release: over 1 year ago - 421 downloads last month - 5,831 stars on GitHub - 1 maintainer
corrgrapher 1.0.4
Explore Correlations Between Variables in a Machine Learning Model3 versions - Latest release: over 3 years ago - 274 downloads last month - 13 stars on GitHub - 1 maintainer
Top 8.3% on cran.r-project.org
10 versions - Latest release: 7 months ago - 3 dependent packages - 3 dependent repositories - 1.35 thousand downloads last month - 58 stars on GitHub - 1 maintainer
auditor 1.3.5
Model Audit - Verification, Validation, and Error Analysis10 versions - Latest release: 7 months ago - 3 dependent packages - 3 dependent repositories - 1.35 thousand downloads last month - 58 stars on GitHub - 1 maintainer
arenar 0.2.0
Arena for the Exploration and Comparison of any ML Models2 versions - Latest release: over 3 years ago - 269 downloads last month - 29 stars on GitHub - 1 maintainer
rSAFE 0.1.4
Surrogate-Assisted Feature Extraction3 versions - Latest release: almost 2 years ago - 247 downloads last month - 28 stars on GitHub - 1 maintainer
shapviz 0.9.3
SHAP Visualizations15 versions - Latest release: 4 months ago - 2 dependent packages - 2 dependent repositories - 3.71 thousand downloads last month - 63 stars on GitHub - 1 maintainer
Related Keywords
machine-learning
13
interpretability
12
explainable-ai
10
iml
10
interpretable-machine-learning
9
explanatory-model-analysis
7
model-visualization
5
explainable-ml
5
shap
4
r
4
explainable-artificial-intelligence
4
r-package
3
explainability
3
variable-importance
3
rstats
3
interpretable-ml
2
visualization
2
explainable-machine-learning
2
ai
2
explanations
2
data-science
2
visual-explanations
2
shapley-value
2
responsible-ml
2
shapley
2
lime
1
interaction
1
rstat
1
statistics
1
artificial-intelligence
1
bias
1
blackbox
1
differential-privacy
1
gradient-boosting
1
breakdown
1
interpretable-ai
1
interpretml
1
scikit-learn
1
transparency
1
classification
1
error-analysis
1
model-validation
1
regression-models
1
residuals
1
axplainable-artificial-intelligence
1
ema
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interactive-xai
1
feature-engineering
1
feature-extraction
1
black-box
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dalex
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fairness
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predictive-modeling
1
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1
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human
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1
interactivity
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interpretable
1
learning
1
machine
1
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1
biostatistics
1
brier-scores
1
censored-data
1
cox-model
1
cox-regression
1
probabilistic-machine-learning
1
survival-analysis
1
time-to-event
1
shapley-values
1
deep-neural-networks
1