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Hey, how can I compute IG for object detection models such as yolov5 wherein the model's output will usually be (class, bboxes, score), where as certain classification models give prediction probabili…
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(making a new PR since I missed creating the design doc earlier)
RE: #1246
# IDGI API Design
## Background
IDGI (Important Direction Integrated Gradients) is a generalized framework that can b…
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### Problem Description
I hope to integrate the integration gradient method into shap, so that I can visually see the difference between the expected gradient and the integration gradient, I have tri…
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Attached is the full logs,
```
C:\Users\user\PycharmProjects\yolor_my\yolor_env\Scripts\python.exe C:/Users/user/PycharmProjects/yolor_my/yolor/my_test.py
To copy construct from a tensor, it is r…
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Hi, I'm working on a project in which we use different deep learning models and I want to use alibi to have a better insight into the way the models work. I have a simple in-house tabular dataset foll…
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Hey Alber,
1. I was reading the Integrated Gradients (IG) paper and my understanding is that they backpropagate through a model **with** softmax layer. I also looked at their code to verify this an…
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I know this isn't the right way to talk about this problem but I didn't know how to contact the maintainers.
I don't know why this happens. I tried it out for different images, but to no avail. I als…
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## ❓ Questions and Help
Hello. I have developed a model with three inputs types. Image, categorical data and numerical data. For Image data I've used ResNet50 for the other two I develop my own netwo…
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Because of https://github.com/SeldonIO/alibi/pull/398 it is not clear how to handle serialization of IG explainers specifying custom layers not accessible via `model.layers`.
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I suppose SAC algorithm has one actor network and two critic network, now I want to rank the DRL states importance by calculate integrated gradients of each states to sork the states. so I wound if t…