ferret
tf-explain
| ferret | tf-explain | |
|---|---|---|
| 2 | 1 | |
| 203 | 1,007 | |
| - | 0.0% | |
| 8.4 | 0.0 | |
| 3 days ago | almost 2 years ago | |
| Python | Python | |
| MIT License | MIT License |
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ferret
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[R] Introducing ferret, a new Python package to streamline interpretability on Transformers
Feel free to visit our repo and doc to find handy tutorials and our feature release plan.
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Researchers From Italy Introduce ‘ferret’: A Novel Python Library for Benchmarking Explainers on Transformers
Continue reading | Check out the paper and github link.
tf-explain
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What alternative for explainable AI besides LIME do we have for deep learning models on images (keras)?
Have look at tf-explain and why not shap Shap?
What are some alternatives?
pytorch-grad-cam - Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
CleanTF2plus - Clean TF2's sequel
alibi - Algorithms for explaining machine learning models
horovod - Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
FastTreeSHAP - Fast SHAP value computation for interpreting tree-based models
jarconfig - combined scripts for tf2
pytest-visual - A visual testing framework for ML with automated change detection
nhcustom - nhcustom is a program whose purpose is to modify the Team Fortress 2 mod "no-hats-bgum".
tfops-aug - TFOps-Aug: Implementation of policy-based image augmentation techniques based on TF2 Operations. All augmentations as efficient Tensorflow 2.11.0 operations. Easy integration into a tf.data API pipeline.