79 Open source projects that are alternatives of or similar to Alibi

Layer-wise Relevance Propagation (LRP) for LSTMs

StellarGraph - Machine Learning on Graphs

A curated list of awesome Fairness in AI resources

Pytorch Implementation of recent visual attribution methods for model interpretability

⬛ Python Individual Conditional Expectation Plot Toolbox

Model Agnostics breakDown plots

Awesome Resources for Advanced Computer Vision Topics

Code repository for "Interpretable and Accurate Fine-grained Recognition via Region Grouping", CVPR 2020 (Oral)

Causal Explanation (CXPlain) is a method for explaining the predictions of any machine-learning model.

A collection of tools for reverse engineering neural networks.

🏥 Visualizing Convolutional Networks for MRI-based Diagnosis of Alzheimer’s Disease

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

Automatic equation building and curve fitting. Runs on Tensorflow. Built for academia and research.

💡 A curated list of adversarial attacks on model explanations

Text classification models. Used a submodule for other projects.

General Interpretability Package

Contrastive Explanation (Foil Trees), developed at TNO/Utrecht University

Codebase for "Demystifying Black-box Models with Symbolic Metamodels", NeurIPS 2019.

Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM