model-agnostic

Star

Here are 12 public repositories matching this topic...

Language:All

Filter by language

All12 Python9 Jupyter Notebook1 R1 TeX1

Sort:Most stars

Sort options

Most stars Fewest stars Most forks Fewest forks Recently updated Least recently updated

reds-lab /LAVA

Star47

This is an official repository for "LAVA: Data Valuation without Pre-Specified Learning Algorithms" (ICLR2023).

efficient ot optimal-transport model-agnostic data-valuation

UpdatedJun 5, 2024
Python

MarcelRobeer /ContrastiveExplanation

Star45

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

machine-learning interpretability explainable-ai foil model-agnostic contrastive-explanations

UpdatedJan 31, 2023
Python

IBM /AutoVP

Star18

[ICLR24] AutoVP: An Automated Visual Prompting Framework and Benchmark

efficient-inference finetuning reprogramming model-agnostic downstream-tasks low-data-regime foundation-models visual-prompt visual-prompting ood-robustness

UpdatedJan 16, 2024
Python

Nicholasli1995 /SNVC

Star16

Official project website for the AAAI 2022 paper "Stereo Neural Vernier Caliper"

tracking deep-learning detection voxel perception object-detection autonomous-driving instance-level stereo-vision multi-resolution stereo-camera tracking-by-detection 3d-computer-vision refinement-network robot-vision 3d-pose-estimation 3d-object-detection 6dof-pose model-agnostic high-resolution-net

UpdatedFeb 26, 2023
Python

Ruiyang-061X /Uncertainty-o

Star7

✨ Official code for our paper: "Uncertainty-o: One Model-agnostic Framework for Unveiling Epistemic Uncertainty in Large Multimodal Models".

uncertainty reasoning multimodal model-agnostic o1 large-language-models chain-of-thought large-multimodal-models hallucination-detection hallucination-mitigation

UpdatedMar 13, 2025
Python

edahelsinki /pyslise

Star6

Robust regression algorithm that can be used for explaining black box models (Python implementation)

python machine-learning research sparse-regression research-paper explainable-ai explainable-ml interpretable-machine-learning robust-regression model-agnostic black-box-explanations local-explanations explain-classifiers slise slise-algorithm

UpdatedMay 11, 2024
Python

edahelsinki /slise

Star5

Robust regression algorithm that can be used for explaining black box models (R implementation)

machine-learning r research r-package sparse-regression research-paper explainable-ai explainable-ml interpretable-machine-learning robust-regression model-agnostic black-box-explanations local-explanations explain-classifiers slise slise-algorithm

UpdatedAug 17, 2023
R

AnasNeumann /simplemaml

Star3

A simple generic (TensorFlow) function that implements the MAML algorithm for regression problems as designed by Chelsea Finn et al. 2017

python deep-learning tensorflow neural-networks maml meta-learning model-agnostic

UpdatedDec 2, 2023
Python

cfeng783 /PARs

Star2

Codebase for CIKM '24 paper -- PARs: Predicate-based Association Rules for Efficient and Accurate (Model-Agnostic) Anomaly Explanation

model-agnostic anomaly-explanation

UpdatedOct 21, 2024
Python

sbobek /tsproto

Star2

Post-hoc prototype-based explanations with rules for time-series classifiers

machine-learning deep-learning time-series prototypes interpretability explainability model-agnostic

UpdatedMar 19, 2025
Python

ai-library-examples /aix4industries

Star1

AI Explainability 360 Toolkit for Time-Series and Industrial Use Cases

ai time-series artificial-intelligence forecasting industrial ibm-research interpretability fault-detection explainable-ai explainable-ml xai ibm-research-ai explainability model-agnostic aix360 kdd2023 aix360-for-time-series-and-industrial-use-cases

UpdatedAug 14, 2023
TeX

Ephrem-ETH /GlobXplain4TSC

Star0

A Global Model-Agnostic Rule-Based XAI Method based on Parameterised Event Primitives for Time Series Classifiers

deep-learning decision-tree-classifier black-box-model explainable-artificial-intelligence explainable-ai model-agnostic model-agnostic-explanations rule-based-classifier

UpdatedApr 22, 2024
Jupyter Notebook

Improve this page

Add a description, image, and links to themodel-agnostic topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with themodel-agnostic topic, visit your repo's landing page and select "manage topics."

Learn more

Movatterモバイル変換

Navigation Menu

Search code, repositories, users, issues, pull requests...

Provide feedback

Saved searches

Use saved searches to filter your results more quickly