pbiecek / xai_resources
Interesting resources related to XAI (Explainable Artificial Intelligence)
☆825Updated 2 years ago
Alternatives and similar repositories for xai_resources:
Users that are interested in xai_resources are comparing it to the libraries listed below
- ☆913Updated 2 years ago
- XAI - An eXplainability toolbox for machine learning☆1,162Updated 3 years ago
- ☆585Updated last year
- Code for "High-Precision Model-Agnostic Explanations" paper☆801Updated 2 years ago
- A collection of research materials on explainable AI/ML☆1,484Updated last month
- Interpretability and explainability of data and machine learning models☆1,679Updated last month
- Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, …☆676Updated 10 months ago
- H2O.ai Machine Learning Interpretability Resources☆488Updated 4 years ago
- A unified framework of perturbation and gradient-based attribution methods for Deep Neural Networks interpretability. DeepExplain also in…☆746Updated 4 years ago
- Generate Diverse Counterfactual Explanations for any machine learning model.☆1,398Updated 5 months ago
- A toolbox to iNNvestigate neural networks' predictions!☆1,294Updated last week
- Algorithms for explaining machine learning models☆2,485Updated 2 weeks ago
- All about explainable AI, algorithmic fairness and more☆107Updated last year
- A curated list of awesome responsible machine learning resources.☆3,764Updated this week
- Code for all experiments.☆317Updated 4 years ago
- Explainable AI framework for data scientists. Explain & debug any blackbox machine learning model with a single line of code. We are look…☆430Updated 8 months ago
- Interesting resources related to Explainable Artificial Intelligence, Interpretable Machine Learning, Interactive Machine Learning, Human…☆73Updated 2 years ago
- Interpretability Methods for tf.keras models with Tensorflow 2.x☆1,025Updated 10 months ago
- ☆264Updated 5 years ago
- Interpret Community extends Interpret repository with additional interpretability techniques and utility functions to handle real-world d…☆428Updated 2 months ago
- Code and documentation for experiments in the TreeExplainer paper☆184Updated 5 years ago
- Quantus is an eXplainable AI toolkit for responsible evaluation of neural network explanations☆598Updated 2 months ago
- OmniXAI: A Library for eXplainable AI☆916Updated 9 months ago
- moDel Agnostic Language for Exploration and eXplanation☆1,419Updated 2 months ago
- Attributing predictions made by the Inception network using the Integrated Gradients method☆619Updated 3 years ago
- OpenXAI : Towards a Transparent Evaluation of Model Explanations☆245Updated 8 months ago
- A every-so-often-updated collection of every causality + machine learning paper submitted to arXiv in the recent past.☆416Updated 4 years ago
- Public facing deeplift repo☆852Updated 2 years ago
- A curated list of awesome Fairness in AI resources☆319Updated last year
- The open source repository for the Causal Modeling in Machine Learning Workshop at Altdeep.ai @ www.altdeep.ai/courses/causalML☆758Updated 8 months ago