explainable-ai

23 projetos partilham este topic do GitHub

Linhas conectam membros que estão mensuravelmente relacionados entre si. O tamanho do ponto reflete estrelas.

🧬 Membros

pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification,…

deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by…

Fit interpretable models. Explain blackbox machine learning.

Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

High-Performance Symbolic Regression in Python and Julia

Debugging, monitoring and visualization for Python Machine Learning and Data Science

The Self-Coding System for Your App — Alan AI SDK for Web

awesome-explainable-graph-reasoning

A collection of research papers and software related to explainability in graph machine learning.

responsible-ai-toolbox

Responsible AI Toolbox is a suite of tools providing model and data exploration and assessment user…

Interpretability and explainability of data and machine learning models

Graph-Native Infrastructure for Context and Accountable AI Systems

transformers-interpret

Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2…

ICCV-2023-25-Papers

ICCV 2023-2025 Papers: Discover cutting-edge research from ICCV 2023-25, the leading computer vision…

Transformer-MM-Explainability

[ICCV 2021- Oral] Official PyTorch implementation for Generic Attention-model Explainability for Interpreting…

Diffusion attentive attribution maps for interpreting Stable Diffusion.

awesome-open-data-centric-ai

Curated list of open source tooling for data-centric AI on unstructured data.

Aspect-Based-Sentiment-Analysis

💭 Aspect-Based-Sentiment-Analysis: Transformer & Explainable ML (TensorFlow)

DataScience_ArtificialIntelligence_Utils

Examples of Data Science projects and Artificial Intelligence use-cases

Human-explainable AI.

Interpretability for sequence generation models 🐛 🔍

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AI‑powered web exam system with face recognition, webcam, browser, and audio checks ensures integrity in…

End-to-end pipeline for seeing how LLMs actually process your prompts. Capture attention across every layer,…

★ 42 · GitHub ↗

🔗 Familias relacionadas

interpretability 27 explainable-ml 12 huggingface 108 data-visualization 57 xai 16 explainability 10 visualization 80 pattern-recognition 7

Medido a partir dos tópicos do GitHub compartilhados por ambos os projetos, ponderado pela raridade de cada tópico.