Alternatives and similar repositories for explainer

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

• nazneenrajani / interpreting-ml-models-course
  Course for Interpreting ML Models
  ☆52Updated 2 years ago
• alexandrainst / responsible-ai
  Responsible AI knowledge base
  ☆108Updated 2 years ago
• visenger / Awesome-ML-Model-Governance
  This repository provides a curated list of references about Machine Learning Model Governance, Ethics, and Responsible AI.
  ☆118Updated last year
• MarcelRobeer / explabox
  Explore/examine/explain/expose your model with the explabox!
  ☆18Updated 2 months ago
• enjakokalj / TransSHAP
  ☆50Updated 2 years ago
• interpretml / TalkToEBM
  A Natural Language Interface to Explainable Boosting Machines
  ☆68Updated last year
• dylan-slack / TalkToModel
  TalkToModel gives anyone with the powers of XAI through natural language conversations 💬!
  ☆125Updated 2 years ago
• benedekrozemberczki / shapley
  The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).
  ☆222Updated 2 years ago
• michael-aloys / awesome-weak-supervision
  ☆40Updated 2 years ago
• dylan-slack / Fooling-LIME-SHAP
  Adversarial Attacks on Post Hoc Explanation Techniques (LIME/SHAP)
  ☆85Updated 3 years ago
• IBM / inFairness
  PyTorch package to train and audit ML models for Individual Fairness
  ☆66Updated 3 months ago
• YilunZhou / ExSum
  Code repository for the NAACL 2022 paper "ExSum: From Local Explanations to Model Understanding"
  ☆64Updated 3 years ago
• fastforwardlabs / concept-drift
  This repo accompanies the FF22 research cycle focused on unsupervised methods for detecting concept drift
  ☆30Updated 4 years ago
• AthenaCore / AwesomeResponsibleAI
  A curated list of awesome academic research, books, code of ethics, courses, databases, data sets, frameworks, institutes, maturity mode…
  ☆98Updated this week
• g8a9 / ferret
  A python package for benchmarking interpretability techniques on Transformers.
  ☆214Updated last year
• elehman16 / exposing_patient_data_release
  ☆51Updated 4 years ago
• fat-forensics / fat-forensics
  Modular Python Toolbox for Fairness, Accountability and Transparency Forensics
  ☆77Updated 2 years ago
• alonjacovi / XAI-Scholar
  Cross-field empirical trends analysis of XAI literature
  ☆22Updated 2 years ago
• AI4LIFE-GROUP / OpenXAI
  OpenXAI : Towards a Transparent Evaluation of Model Explanations
  ☆252Updated last year
• decile-team / spear
  SPEAR: Programmatically label and build training data quickly.
  ☆109Updated last year
• worldbank / REaLTabFormer
  A suite of auto-regressive and Seq2Seq (sequence-to-sequence) transformer models for tabular and relational synthetic data generation.
  ☆242Updated 5 months ago
• KaryFramling / py-ciu
  Explainable Artificial Intelligence through Contextual Importance and Utility
  ☆28Updated 2 months ago
• obi-ml-public / ehr_deidentification
  Robust de-identification of medical notes using transformer architectures
  ☆56Updated 3 years ago
• zelros / cinnamon
  CinnaMon is a Python library which offers a number of tools to detect, explain, and correct data drift in a machine learning system
  ☆77Updated 3 years ago
• interpretml / gam-changer
  Editing machine learning models to reflect human knowledge and values
  ☆128Updated 2 years ago
• tulasiram58827 / plot_top_losses_keras
  This repo consists of code for plotting top loss images
  ☆13Updated 5 years ago
• steverab / failing-loudly
  Code repository for our paper "Failing Loudly: An Empirical Study of Methods for Detecting Dataset Shift": https://arxiv.org/abs/1810.119…
  ☆107Updated last year
• rxavier / poniard
  Streamline scikit-learn model comparison.
  ☆143Updated 2 years ago
• jphall663 / secure_ML_ideas
  Practical ideas on securing machine learning models
  ☆36Updated 4 years ago
• csinva / imodelsX
  Interpret text data with LLMs (sklearn compatible).
  ☆172Updated 2 months ago