9 results found Sort:

ModelOriented
modelStudio ModelOriented
32
321
gpl-3.0
20
📍 Interactive Studio for Explanatory Model Analysis
r ai iml xai human model machine learning explainable interactive interactivity interpretable visualization explainable-ai interpretability model-visualization explanatory-model-analysis explainable-machine-learning interpretable-machine-learning
Created 2019-07-10
361 commits to master branch, last one 9 months ago
pralab
secml pralab
24
135
apache-2.0
5
A Python library for Secure and Explainable Machine Learning
secml python foolbox pytorch security algorithms cleverhans matplotlib tensorflow sparse-data python-library evasion-attacks neural-networks interpretability machine-learning attack-algorithms poisoning-attacks artificial-intelligence adversarial-machine-learning explainable-machine-learning
Created 2020-04-20
3,052 commits to master branch, last one 18 days ago
ModelOriented
survex ModelOriented
10
89
gpl-3.0
7
Explainable Machine Learning in Survival Analysis
r xai shap cox-model r-package brier-scores biostatistics censored-data time-to-event cox-regression explainable-ai explainable-ml interpretable-ml machine-learning survival-analysis variable-importance explanatory-model-analysis explainable-machine-learning interpretable-machine-learning probabilistic-machine-learning
Created 2022-08-31
479 commits to main branch, last one about a month ago
EzgiKorkmaz
adversarial-reinforcement-learning EzgiKorkmaz
5
77
unknown
5
Reading list for adversarial perspective and robustness in deep reinforcement learning.
ai-safety safe-rlhf ai-alignment explainable-rl responsible-ai adversarial-attacks adversarial-policies machine-learning-safety robust-machine-learning deep-reinforcement-learning meta-reinforcement-learning safe-reinforcement-learning adversarial-machine-learning explainable-machine-learning reinforcement-learning-safety robust-reinforcement-learning multiagent-reinforcement-learning adversarial-reinforcement-learning reinforcement-learning-generalization robust-adversarial-reinforcement-learning
Created 2023-09-08
14 commits to main branch, last one 8 months ago
szandala
TorchPRISM szandala
7
47
mit
4
Principal Image Sections Mapping. Convolutional Neural Network Visualisation and Explanation Framework
xai pytorch xai-library explainable-ai trustworthy-ai neural-networks explainable-machine-learning
Created 2021-01-22
44 commits to master branch, last one about a year ago
wangyongjie-ntu
CFAI wangyongjie-ntu
8
47
mit
3
A collection of algorithms of counterfactual explanations.
pytorch recourse explainable-ai explainable-ml interpretability counterfactual-explanations explainable-machine-learning
Created 2020-10-05
99 commits to main branch, last one 3 years ago
hungntt
xai_thyroid hungntt
6
46
cc0-1.0
2
Classification and Object Detection XAI methods (CAM-based, backpropagation-based, perturbation-based, statistic-based) for thyroid cancer ultrasound images
python thyroid medical-ai explainable-ai explainable-ml computer-vision medical-imaging object-detection medical-image-processing thyroid-ultrasound-image explainable-machine-learning explainable-artificial-intelligence
Created 2022-08-05
23 commits to master branch, last one about a year ago
akarasman
yolo-heatmaps akarasman
12
39
unknown
1
A utility for generating heatmaps of YOLOv8 using Layerwise Relevance Propagation (LRP/CRP).
crp lrp xai yolo python heatmap relevance explanations explainable-ai explainable-ml computer-vision object-detection explainable-models heatmap-visualization explainable-deep-learning explainable-machine-learning explainable-deepneuralnetwork explainable-artificial-intelligence
Created 2022-04-06
14 commits to master branch, last one 3 months ago
HKUDS
STExplainer HKUDS
2
29
apache-2.0
3
[CIKM'2023] "STExplainer: Explainable Spatio-Temporal Graph Neural Networks"
explainable-ai traffic-prediction spatio-temporal-data graph-neural-networks explainable-machine-learning
Created 2023-09-13
8 commits to main branch, last one 5 months ago