GitHub topics: explanability
karlssberg/Motiv
A solution to the Boolean Blindness problem.
Language: C# - Size: 38 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 9 - Forks: 0

tegridydev/mechamap
MechaMap - Toolkit for Mechanistic Interpretability (MI) Research
Language: Python - Size: 14.6 KB - Last synced at: 22 days ago - Pushed at: 4 months ago - Stars: 2 - 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: 3 months ago - Pushed at: 3 months ago - Stars: 5 - Forks: 2

yan-elena/domestic-robot-example
Domestic robot example configured for the multi-level explainability framework
Language: ASL - Size: 7.36 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

bertcarnell/tornado
tornado plots for model sensitivity analysis
Language: R - Size: 10 MB - Last synced at: about 1 hour ago - Pushed at: 9 months ago - Stars: 7 - 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: about 2 months ago - Pushed at: 10 months ago - Stars: 2 - Forks: 0

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: 3 days ago - Pushed at: over 2 years ago - Stars: 10 - Forks: 2

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

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

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

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

sandareka/CCNN
Comprehensible Convolutional Neural Networks via Guided Concept Learning
Language: Python - Size: 2.76 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 8 - Forks: 2

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

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: about 2 years ago - Stars: 3 - 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

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

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
