Alternatives and similar repositories for howtopaper:

Users that are interested in howtopaper are comparing it to the libraries listed below

• e-delaney / Instance-Based_CFE_TSC
  This repository provides details of the experimental code in the paper: Instance-based Counterfactual Explanations for Time Series Classi…
  ☆18Updated 3 years ago
• JHoelli / TSEvo
  "TSEvo: Counterfactuals for Time Series Classification" accepted at ICMLA '22.
  ☆14Updated 2 years ago
• SelfExplainML / GamiNet-PyTorch
  ☆12Updated last year
• understandable-machine-intelligence-lab / Quantus
  Quantus is an eXplainable AI toolkit for responsible evaluation of neural network explanations
  ☆584Updated 2 weeks ago
• adapt-python / adapt
  Awesome Domain Adaptation Python Toolbox
  ☆321Updated 3 months ago
• cambridge-mlg / cifar-10s
  HCOMP '22 -- Eliciting and Learning with Soft Labels from Every Annotator
  ☆10Updated 2 years ago
• socialfoundations / folktables
  Datasets derived from US census data
  ☆251Updated 9 months ago
• fzi-forschungszentrum-informatik / TSInterpret
  An Open-Source Library for the interpretability of time series classifiers
  ☆129Updated 2 months ago
• TRR318 / scikit-psl
  Probabilistic Scoring System – a probabilistic & incremental extension to Scoring Systems
  ☆15Updated 3 months ago
• CoCaLa / causality-tutorial-exercises
  ☆48Updated 11 months ago
• josephenguehard / time_interpret
  Unified Model Interpretability Library for Time Series
  ☆53Updated last year
• tml-tuebingen / nshap
  Python package to compute interaction indices that extend the Shapley Value. AISTATS 2023.
  ☆17Updated last year
• ValentinMargraf / ActiveLearningPipelines
  Specificy, execute and monitor performances of active learning pipelines.
  ☆22Updated 4 months ago
• iancovert / sage
  For calculating global feature importance using Shapley values.
  ☆264Updated last week
• jvielhaben / MCD-XAI
  ☆11Updated last year
• carla-recourse / CARLA
  CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms
  ☆286Updated last year
• peaclab / CoMTE
  Counterfactual Explanations for Multivariate Time Series Data
  ☆31Updated 11 months ago
• JHoelli / Awesome-Time-Series-Explainability
  A list of (post-hoc) XAI for time series
  ☆112Updated 5 months ago
• mmschlk / shapiq
  Shapley Interactions and Shapley Values for Machine Learning
  ☆322Updated this week
• aangelopoulos / ppi_py
  A package for statistically rigorous scientific discovery using machine learning. Implements prediction-powered inference.
  ☆222Updated 2 months ago
• dylan-slack / Fooling-LIME-SHAP
  Adversarial Attacks on Post Hoc Explanation Techniques (LIME/SHAP)
  ☆82Updated 2 years ago
• pnkraemer / tueplots
  Figure sizes, font sizes, fonts, and more configurations at minimal overhead. Fix your journal papers, conference proceedings, and other …
  ☆681Updated this week
• IBM / UQ360
  Uncertainty Quantification 360 (UQ360) is an extensible open-source toolkit that can help you estimate, communicate and use uncertainty i…
  ☆259Updated 6 months ago
• tornede / py_experimenter
  The PyExperimenter is a tool for the automatic execution of experiments, e.g. for machine learning (ML), capturing corresponding results …
  ☆34Updated last week
• omarbahri / SETS
  ☆9Updated last year
• KenSciResearch / fairMLHealth
  Healthcare-specific tools for bias analysis
  ☆35Updated 2 years ago
• kiudee / pareto-embeddings
  Advanced choice modeling with multidimensional utility representations.
  ☆12Updated 8 months ago
• zzzace2000 / nodegam
  Code for "NODE-GAM: Neural Generalized Additive Model for Interpretable Deep Learning"
  ☆43Updated 2 years ago
• aangelopoulos / conformal_classification
  Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true cla…
  ☆235Updated 2 years ago
• scikit-activeml / scikit-activeml
  scikit-activeml: Python library for active learning on top of scikit-learn
  ☆162Updated this week