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Topic: "explanability"

xuhongzuo/outlier-interpretation

(WWW'21) ATON - an Outlier Interpreation / Outlier explanation method

Language: Python - Size: 1.78 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 196 - Forks: 32

ahmedmalaa/Symbolic-Metamodeling

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

Language: Jupyter Notebook - Size: 1.88 MB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 47 - Forks: 23

sohampoddar26/caves-data

CAVES-dataset accepted at SIGIR'22

Size: 6.26 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 11 - Forks: 2

VITA-Group/LTH-Pass

[TMLR] "Can You Win Everything with Lottery Ticket?" by Tianlong Chen, Zhenyu Zhang, Jun Wu, Randy Huang, Sijia Liu, Shiyu Chang, Zhangyang Wang

Language: Python - Size: 8.54 MB - Last synced at: 29 days ago - Pushed at: over 2 years ago - Stars: 10 - Forks: 2

karlssberg/Motiv

A solution to the Boolean Blindness problem.

Language: C# - Size: 38.1 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 9 - Forks: 0

sandareka/CCNN

Comprehensible Convolutional Neural Networks via Guided Concept Learning

Language: Python - Size: 2.76 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 8 - Forks: 2

bertcarnell/tornado

tornado plots for model sensitivity analysis

Language: R - Size: 10 MB - Last synced at: 26 days ago - Pushed at: 10 months ago - Stars: 7 - Forks: 0

CECNL/XBrainLab

We introduce XBrainLab, an open-source user-friendly software, for accelerated interpretation of neural patterns from EEG data based on cutting-edge computational approach.

Language: Python - Size: 9.92 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 5 - Forks: 2

jnikhilreddy/Explainable-AI-papers-Year-wise

List of papers in the area of Explainable Artificial Intelligence Year wise

Size: 18.6 KB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 5 - Forks: 1

INK-USC/ER-Test

Code for ER-Test, accepted to the Findings of EMNLP 2022

Language: Python - Size: 62.5 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0

tegridydev/mechamap

MechaMap - Toolkit for Mechanistic Interpretability (MI) Research

Language: Python - Size: 27.3 KB - Last synced at: 11 days ago - Pushed at: 24 days ago - Stars: 2 - Forks: 0

explanare/eval-neuron-explanation

A framework for evaluating auto-interp pipelines, i.e., natural language explanations of neurons.

Language: Python - Size: 495 KB - Last synced at: 2 months ago - Pushed at: 11 months ago - Stars: 2 - Forks: 0

ivanDonadello/TemplateSystemForNaturalLanguageExplanations Fork of radu1690/Explanations

TS4NLE is converts the explanation of an eXplainable AI (XAI) system into natural language utterances comprehensible by humans.

Language: JavaScript - Size: 65.4 KB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 2 - Forks: 0

NoCohen66/computer-vision

The mechanisms behind image classification using a pretrained CNN model in high-dimensional spaces 🏞️

Language: Jupyter Notebook - Size: 86.1 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

vincenzomartello/deepmatcher-experiments

Experiments to explain entity resolution systems

Language: Jupyter Notebook - Size: 58.9 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 3

yan-elena/domestic-robot-example

Domestic robot example configured for the multi-level explainability framework

Language: ASL - Size: 7.36 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

liewchooichin/ml_pipeline 📦

ML Pipeline. Detail documentation of the project in README. Click on actions to see the script.

Language: HTML - Size: 857 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

DanielGoman/Fusion-Permutation-Importance

A project in an AI seminar

Language: Jupyter Notebook - Size: 244 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

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