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Search results for pytorch explainability
explainability
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pytorch
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17 search results found
Flashtorch
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712
Visualization toolkit for neural networks in PyTorch! Demo -->
Neural Backed Decision Trees
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445
Making decision trees competitive with neural networks on CIFAR10, CIFAR100, TinyImagenet200, Imagenet
Score Cam
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310
Official implementation of Score-CAM in PyTorch
Matchmaker
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223
Training & evaluation library for text-based neural re-ranking and dense retrieval models built with PyTorch
Carla
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216
CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms
Zennit
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151
Zennit is a high-level framework in Python using PyTorch for explaining/exploring neural networks using attribution methods like LRP.
Gnnlens2
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136
Visualization tool for Graph Neural Networks
Hierarchical Dnn Interpretations
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119
Using / reproducing ACD from the paper "Hierarchical interpretations for neural network predictions" 🧠 (ICLR 2019)
Pytorch_explain
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80
PyTorch Explain: Logic Explained Networks in Python.
Deep Explanation Penalization
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74
Code for using CDEP from the paper "Interpretations are useful: penalizing explanations to align neural networks with prior knowledge" https://arxiv.org/abs/1909.13584
Adaptive Wavelets
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60
Adaptive, interpretable wavelets across domains (NeurIPS 2021)
Imodelsx
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60
Scikit-learn friendly library to interpret, and prompt-engineer text datasets using large language models.
Prototree
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46
ProtoTrees: Neural Prototype Trees for Interpretable Fine-grained Image Recognition, published at CVPR2021
Cem
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26
Repository for our NeurIPS 2022 paper "Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off"
Icml 2023 Route Interpret Repeat
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12
Official repository of ICML 2023 paper: Dividing and Conquering a BlackBox to a Mixture of Interpretable Models: Route, Interpret, Repeat
Protopdebug
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9
Implementation of Concept-level Debugging of Part-Prototype Networks
Explainable Models With Consistent Interpretations
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8
Official repository for the AAAI-21 paper 'Explainable Models with Consistent Interpretations'
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1-17 of 17 search results
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