Alternatives and similar repositories for GLIME-General-Stable-and-Local-LIME-Explanation

Users that are interested in GLIME-General-Stable-and-Local-LIME-Explanation are comparing it to the libraries listed below

• hturbe / InterpretTime
  Implementation of the InterpretTime framework
  ☆48Updated 2 years ago
• peaclab / CoMTE
  Counterfactual Explanations for Multivariate Time Series Data
  ☆33Updated last year
• JHoelli / Awesome-Time-Series-Explainability
  A list of (post-hoc) XAI for time series
  ☆153Updated 11 months ago
• mims-harvard / TimeX
  Time series explainability via self-supervised model behavior consistency
  ☆51Updated last year
• josephenguehard / time_interpret
  Unified Model Interpretability Library for Time Series
  ☆63Updated 3 months ago
• vanderschaarlab / Datagnosis
  A Data-Centric library providing a unified interface for state-of-the-art methods for hardness characterisation of data points.
  ☆25Updated 5 months ago
• sattarov / FinDiff
  Implementation of the paper: "FinDiff: Diffusion Models for Financial Tabular Data Generation"
  ☆30Updated last year
• iancovert / fastshap
  An amortized approach for calculating local Shapley value explanations
  ☆98Updated last year
• adapt-python / adapt
  Awesome Domain Adaptation Python Toolbox
  ☆342Updated 9 months ago
• mqwfrog / ULTS
  ULTS: A unified and standardized library of unsupervised representation learning approaches for time series
  ☆50Updated last year
• hfawaz / cd-diagram
  Critical difference diagram with Wilcoxon-Holm post-hoc analysis.
  ☆287Updated 2 years ago
• iancovert / shapley-regression
  For calculating Shapley values via linear regression.
  ☆70Updated 4 years ago
• JonathanCrabbe / Dynamask
  This repository contains the implementation of Dynamask, a method to identify the features that are salient for a model to issue its pred…
  ☆75Updated 3 years ago
• jarrycyx / UNN
  Causal Neural Nerwork
  ☆121Updated last month
• itouchz / awesome-deep-time-series-representations
  A curated list of state-of-the-art papers on deep learning for universal representations of time series.
  ☆182Updated last month
• JAEarly / MILTimeSeriesClassification
  Inherently Interpretable Time Series Classification via Multiple Instance Learning (MILLET)
  ☆48Updated last year
• Alcoholrithm / TabularS3L
  A PyTorch Lightning-based library for self- and semi-supervised learning on tabular data.
  ☆39Updated 5 months ago
• yandex-research / rtdl-revisiting-models
  (NeurIPS 2021) Revisiting Deep Learning Models for Tabular Data
  ☆273Updated 9 months ago
• maksym33 / FeatureImportanceDL
  ☆42Updated 2 years ago
• lasso-net / lassonet
  Feature selection in neural networks
  ☆240Updated 10 months ago
• zqiao11 / TSCIL
  [KDD2024] Class-incremental Learning for Time Series: Benchmark and Evaluation
  ☆54Updated last year
• shivam-grover / S3-TimeSeries
  Segment, Shuffle, and Stitch: A Simple Mechanism for Improving Time-Series Representations
  ☆28Updated 9 months ago
• dd1github / DeepSMOTE
  Pytorch implementation of "DeepSMOTE: Fusing Deep Learning and SMOTE for Imbalanced Data".
  ☆120Updated 4 years ago
• sanatonek / time_series_explainability
  ☆61Updated 4 years ago
• samzabdiel / XAI
  Papers and code of Explainable AI esp. w.r.t. Image classificiation
  ☆214Updated 3 years ago
• XAIseries / XCM
  XCM: An Explainable Convolutional Neural Network for Multivariate Time Series Classification
  ☆49Updated 2 years ago
• iacobo / continual
  Continual Learning of Electronic Health Records
  ☆14Updated 5 months ago
• Diffusion-Model-Leiden / awesome-diffusion-models-for-tabular-data
  This is a curated list of research on diffusion models for tabular data, and serves as the official repository for the survey paper "Diff…
  ☆34Updated 4 months ago
• BaiTheBest / DRAIN
  GitHub Repo for ICLR 2023 Paper "Temporal Domain Generalization with Drift-Aware Dynamic Neural Networks"
  ☆58Updated 2 years ago
• Let-it-Care / T-Rep
  ☆30Updated last year