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 "interpretability" keyword
Top 6.7% on cran.r-project.org
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
DALEX 2.4.3 💰
moDel Agnostic Language for Exploration and eXplanation29 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
hstats 1.1.2
Interaction Statistics7 versions - Latest release: 3 months ago - 353 downloads last month - 22 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
breakDown 0.2.2 💰
Model Agnostic Explainers for Individual Predictions7 versions - Latest release: about 2 months ago - 5 dependent packages - 7 dependent repositories - 758 downloads last month - 100 stars on GitHub - 1 maintainer
Rforestry 0.10.0
Random Forests, Linear Trees, and Gradient Boosting for Inference and Interpretability10 versions - Latest release: about 1 year ago - 1 dependent package - 1 dependent repositories - 464 downloads last month - 30 stars on GitHub - 1 maintainer
kernelshap 0.4.1
Kernel SHAP13 versions - Latest release: 5 months ago - 1 dependent package - 1 dependent repositories - 895 downloads last month - 30 stars on GitHub - 1 maintainer
iBreakDown 2.1.2
Model Agnostic Instance Level Variable Attributions9 versions - Latest release: 5 months ago - 4 dependent packages - 8 dependent repositories - 5 thousand downloads last month - 79 stars on GitHub - 1 maintainer
rSAFE 0.1.4
Surrogate-Assisted Feature Extraction3 versions - Latest release: over 1 year ago - 247 downloads last month - 28 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 - 420 downloads last month - 73 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
distillML 0.1.0.13
Model Distillation and Interpretability Methods for Machine Learning Models2 versions - Latest release: about 1 year ago - 278 downloads last month - 5 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
tree.interpreter 0.1.1
Random Forest Prediction Decomposition and Feature Importance Measure2 versions - Latest release: over 4 years ago - 18.8 thousand downloads last month - 11 stars on GitHub - 1 maintainer
flashlight 0.9.0
Shed Light on Black Box Machine Learning Models14 versions - Latest release: almost 1 year ago - 1 dependent package - 1 dependent repositories - 569 downloads last month - 21 stars on GitHub - 1 maintainer
interpret 0.1.33
Fit Interpretable Machine Learning Models10 versions - Latest release: over 1 year ago - 388 downloads last month - 5,831 stars on GitHub - 1 maintainer
Related Keywords
machine-learning
12
xai
12
iml
9
interpretable-machine-learning
7
explainable-ai
5
explanatory-model-analysis
4
r
4
data-science
3
explainable-ml
3
model-visualization
3
random-forest
3
explainability
3
explainable-machine-learning
2
ai
2
visual-explanations
2
rstats
2
responsible-ml
2
r-package
2
model
2
explainable-artificial-intelligence
2
shap
2
ema
1
interactive-xai
1
axplainable-artificial-intelligence
1
shapley-value
1
feature-extraction
1
feature-engineering
1
shapley
1
black-box
1
bart
1
distillation-model
1
xgboost
1
lime
1
datascience
1
artificial-intelligence
1
bias
1
blackbox
1
differential-privacy
1
gradient-boosting
1
interpretable-ai
1
interpretable-ml
1
interpretml
1
scikit-learn
1
transparency
1
dalex
1
explanations
1
fairness
1
predictive-modeling
1
responsible-ai
1
interaction
1
rstat
1
statistics
1
explainable
1
human
1
interactive
1
interactivity
1
interpretable
1
learning
1
machine
1
visualization
1
bagging
1
boosting
1
causal-inference
1
monotonic-constraints
1
random-forests
1
trees
1
breakdown
1