Alternatives and similar repositories for XAI-for-practitioners

Users that are interested in XAI-for-practitioners are comparing it to the libraries listed below

• deepfindr / xai-series
  ☆202Updated 4 years ago
• PacktPublishing / Hands-On-Explainable-AI-XAI-with-Python
  Explainable AI with Python, published by Packt
  ☆163Updated 2 years ago
• amueller / aml
  Applied Machine Learning with Python
  ☆80Updated last year
• PacktPublishing / Applied-Machine-Learning-Explainability-Techniques
  Applied Machine Learning Explainability Techniques, published by Packt
  ☆247Updated last year
• casper-hansen / Nested-Cross-Validation
  Nested cross-validation for unbiased predictions. Can be used with Scikit-Learn, XGBoost, Keras and LightGBM, or any other estimator that…
  ☆64Updated 5 years ago
• lmassaron / deep_learning_for_tabular_data
  A presention of core concepts and a data generator making easier using tabular data with TensorFlow and Keras
  ☆46Updated 2 weeks ago
• rasbt / model-eval-article-supplementary
  Supplementary material for the article "Model Evaluation, Model Selection, and Algorithm Selection in Machine Learning"
  ☆71Updated 3 years ago
• vinyluis / Articles
  References to the Medium articles
  ☆86Updated 2 years ago
• khuyentran1401 / Machine-learning-pipeline
  Example machine learning pipeline with MLflow and Hydra
  ☆89Updated 2 years ago
• PacktPublishing / Interpretable-Machine-Learning-with-Python
  Interpretable Machine Learning with Python, published by Packt
  ☆466Updated 2 years ago
• parulnith / Explainable-AI-Workshop
  ☆17Updated last year
• rasbt / stat451-machine-learning-fs21
  ☆152Updated 3 years ago
• PacktPublishing / Hands-On-One-shot-Learning-with-Python
  Hands-On One-shot Learning with Python, published by Packt
  ☆52Updated 2 years ago
• Apress / ai-for-healthcare-keras-tensorflow-2.0
  Source Code for 'AI for Healthcare with Keras and Tensorflow 2.0' by Anshik Bansal
  ☆15Updated 3 years ago
• manujosephv / interpretability_blog
  The notebooks used to demonstrate the blog post about Interpretability in ML
  ☆12Updated 5 years ago
• daniel-codes / hospital-los-predictor
  Prediction of hospital length-of-stay (LOS) at time of admission using gradient boosting
  ☆38Updated 6 years ago
• alexandrainst / responsible-ai
  Responsible AI knowledge base
  ☆105Updated 2 years ago
• neptune-ai / blog-binary-classification-metrics
  Codebase for the blog post "24 Evaluation Metrics for Binary Classification (And When to Use Them)"
  ☆56Updated 5 years ago
• anurag-code / Survival-Analysis-Intuition-Implementation-in-Python
  Quick Implementation in python
  ☆52Updated 5 years ago
• rehmanzafar / xai-iml-sota
  Interesting resources related to Explainable Artificial Intelligence, Interpretable Machine Learning, Interactive Machine Learning, Human…
  ☆73Updated 2 years ago
• parrt / ml-articles
  Articles on machine learning
  ☆65Updated 3 years ago
• vanderschaarlab / Interpretability
  Resources for Machine Learning Explainability
  ☆80Updated 10 months ago
• atif-hassan / PyImpetus
  PyImpetus is a Markov Blanket based feature subset selection algorithm that considers features both separately and together as a group in…
  ☆133Updated 4 months ago
• sebp / survival-cnn-estimator
  Tutorial on survival analysis using TensorFlow.
  ☆47Updated 5 years ago
• fastforwardlabs / concept-drift
  This repo accompanies the FF22 research cycle focused on unsupervised methods for detecting concept drift
  ☆30Updated 3 years ago
• capitalone / global-attribution-mapping
  GAM (Global Attribution Mapping) explains the landscape of neural network predictions across subpopulations
  ☆34Updated 2 months ago
• seedatnabeel / Data-SUITE
  Data-SUITE: Data-centric identification of in-distribution incongruous examples (ICML 2022)
  ☆9Updated 2 years ago
• rachellea / pytorch-computer-vision
  PyTorch tutorial for computer vision
  ☆34Updated 3 years ago
• Atcold / NYU-DLFL22
  NYU Deep Learning Fall 2022
  ☆61Updated 10 months ago
• ml-for-high-risk-apps-book / Machine-Learning-for-High-Risk-Applications-Book
  Official code repo for the O'Reilly Book - Machine Learning for High-Risk Applications
  ☆103Updated 2 years ago