PDPbox

Model explainer

Tool to visualize feature influence on model predictions

python partial dependence plot toolbox

GitHub

846 stars
18 watching
129 forks
Language: Jupyter Notebook
last commit: about 2 years ago
Linked from 3 awesome lists


Backlinks from these awesome lists:

Related projects:

RepositoryDescriptionStars
aviksaikat/cookiecutter-pdm-pypackageA pre-configured template for building a modern Python package with dependency management and testing tools7
lartpang/pysodevaltoolkitA comprehensive Python toolbox for evaluating salient object detection and camouflaged object detection tasks168
mmore500/teeplotAutomates data visualization output with descriptive filenames.12
eli5-org/eli5A Python package for debugging and explaining predictions of machine learning classifiers265
stac-utils/stac-pydanticProvides reusable Pydantic data models for the STAC specification64
andriykohut/pdm-readinessChecks project dependencies against specific Python versions.6
jupyterlab-contrib/jupyterlab_code_formatterFacilitates invocation of code formatters in JupyterLab856
jpeg729/pytorch_bitsAn experimental framework for developing and testing deep learning models on time-series prediction tasks79
jupyter-widgets-contrib/ipyganyA Jupyter Notebook extension providing 3D scientific visualization capabilities with GPU acceleration.489
lextal/pspnet-pytorchA PyTorch implementation of a segmentation network architecture588
sergioburdisso/pyss3A Python package implementing an interpretable machine learning model for text classification with visualization tools336
timkpaine/jupyterlab_autoversionAutomates versioning of JupyterLab notebooks after each save82
kracekumar/jutDisplays Jupyter notebooks in the terminal183
pawamoy/copier-pdmAutomates the creation of Python projects with pre-configured tools and templates.87
thomasp85/limeAn R package for providing explanations of predictions made by black box classifiers.486