A game theoretic approach to explain the output of any machine learning model.
- interpretability
- machine-learning
- deep-learning
- gradient-boosting
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Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
- deep-learning
- pytorch
- grad-cam
- visualizations
Lime: Explaining the predictions of any machine learning classifier
Learning Convolutional Neural Networks with Interactive Visualization.
- deep-learning
- visualization
- interactive-visualizations
- visual-learning
Fit interpretable models. Explain blackbox machine learning.
- machine-learning
- interpretability
- gradient-boosting
- blackbox
Debugging, monitoring and visualization for Python Machine Learning and Data Science
Topic in, narrated explainer video out. A Claude Code / Codex skill that turns any topic into a black-canvas motion-graphics explainer video with TTS voiceover, subtitles and a chapter progress bar. Chinese or English; every frame drawn in code with Remotion.
- agent-skills
- ai-agents
- ai-video
- claude-code
A library for debugging/inspecting machine learning classifiers and explaining their predictions
Algorithms for explaining machine learning models
- machine-learning
- explanations
- interpretability
- counterfactual
Interpretability and explainability of data and machine learning models
- explainable-ai
- explainable-ml
- trusted-ai
- trusted-ml
moDel Agnostic Language for Exploration and eXplanation
- machine-learning
- interpretability
- data-science
- xai
[CONTRIBUTORS WELCOME] Generalized Additive Models in Python
TranslatedA skill for making Douyin hit "Vibe knowledge showcase" educational short films: deeply breaks down viral videos, replicates the art style, produces a director's storyboard table, adds sound effects automatically, and outputs the finished video in one click
Python package for stacking (machine learning technique)
- stacking
- stacked-generalization
- explain-stacking
- stacking-tutorial
Engine for AI/ML/Data tracking, visualization, explainability, drift detection, and dashboards for Polyaxon.
- pandas
- pandas-summary
- dataframes
- data-science
Frametell: turn your ideas and material into vivid explainer videos with an AI director agent. Local-first, any model.
TranslatedVibe Knowledge Showcase (Vibe 知识大赏): one knowledge point → one premium short knowledge video with narration and a cited source for every sentence (Claude Code skill · 44 styles · frame-by-frame video rendered with code)
- chinese
- claude-code
- claude-skills
- explainer-video
The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).
- shapley
- shapley-value
- owen
- voting-classifier
Contrastive Explanation (Foil Trees), developed at TNO/Utrecht University
- interpretability
- machine-learning
- contrastive-explanations
- foil
The repository host gives no description.
- artificial-intelligence
- blazor
- face-detection
- face-recognition
Code for the experiment proposed in Section 4.2 of the paper "The Bouncer Problem: Challenges to Remote Explainability".