Alternatives and similar repositories for critdd:

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

• mmschlk / iXAI
  Fast and incremental explanations for online machine learning models. Works best with the river framework.
  ☆54Updated 2 months ago
• sherbold / autorank
  ☆76Updated 5 months ago
• mateoespinosa / remix
  Rule Extraction Methods for Interactive eXplainability
  ☆43Updated 2 years ago
• zzzace2000 / nodegam
  Code for "NODE-GAM: Neural Generalized Additive Model for Interpretable Deep Learning"
  ☆43Updated 2 years ago
• zzzace2000 / GAMs
  Multiple Generalized Additive Models implemented in Python (EBM, XGB, Spline, FLAM). Code for our KDD 2021 paper "How Interpretable and T…
  ☆12Updated 3 years ago
• automl / PFNs
  Our maintained PFN repository. Come here to train SOTA PFNs.
  ☆66Updated this week
• fzi-forschungszentrum-informatik / TSInterpret
  An Open-Source Library for the interpretability of time series classifiers
  ☆131Updated 3 months ago
• omarbahri / SETS
  ☆8Updated last year
• sanatonek / time_series_explainability
  ☆59Updated 4 years ago
• peaclab / CoMTE
  Counterfactual Explanations for Multivariate Time Series Data
  ☆31Updated last year
• tml-tuebingen / nshap
  Python package to compute interaction indices that extend the Shapley Value. AISTATS 2023.
  ☆17Updated last year
• hamrel-cxu / EnbPI
  Official code for: Conformal prediction interval for dynamic time-series (conference, ICML 21 Long Presentation) AND Conformal prediction…
  ☆110Updated last year
• MSD-IRIMAS / Multi_Comparison_Matrix
  Multi Comparison Matrix: A long term approach to benchmark evaluations
  ☆20Updated this week
• kamilest / conformal-rnn
  Implementation for Stankevičiūtė et al. "Conformal time-series forecasting", NeurIPS 2021.
  ☆74Updated 4 months ago
• mzaffran / AdaptiveConformalPredictionsTimeSeries
  ☆59Updated 2 years ago
• fmorenopino / HeterogeneousHMM
  Discrete, Gaussian, and Heterogenous HMM models full implemented in Python. Missing data, Model Selection Criteria (AIC/BIC), and Semi-Su…
  ☆77Updated last year
• ealcobaca / pymfe
  Python Meta-Feature Extractor package.
  ☆131Updated 9 months ago
• mlgig / mrsqm
  ☆28Updated last month
• msesia / chr
  Conformal Histogram Regression: efficient conformity scores for non-parametric regression problems
  ☆22Updated 3 years ago
• AlCorreia / GeFs
  Generative Forests in Python
  ☆34Updated last year
• ADMAntwerp / NICE
  ☆10Updated last year
• feedzai / timeshap
  TimeSHAP explains Recurrent Neural Network predictions.
  ☆171Updated last year
• AmrMKayid / nam
  Neural Additive Models (Google Research)
  ☆69Updated 3 years ago
• microsoft / ticl
  Tabular In-Context Learning
  ☆52Updated 2 weeks ago
• automl / DeepCAVE
  An interactive framework to visualize and analyze your AutoML process in real-time.
  ☆85Updated 2 weeks ago
• Lucew / changepoynt
  Efficient and readable change point detection package implemented in Python. (Singular Spectrum Transformation - SST, IKA-SST, ulSIF, RuL…
  ☆20Updated this week
• josephenguehard / time_interpret
  Unified Model Interpretability Library for Time Series
  ☆55Updated last year
• yandex-research / tabred
  TabReD: Analyzing Pitfalls and Filling the Gaps in Tabular Deep Learning Benchmarks
  ☆65Updated 4 months ago
• iancovert / removal-explanations
  A lightweight implementation of removal-based explanations for ML models.
  ☆59Updated 3 years ago
• openml-labs / gama
  An automated machine learning tool aimed to facilitate AutoML research.
  ☆96Updated 6 months ago