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Transformers-interpret Alternatives
Similar projects and alternatives to transformers-interpret
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happy-transformer
Happy Transformer makes it easy to fine-tune and perform inference with NLP Transformer models.
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SaaSHub
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neuro-symbolic-sudoku-solver
⚙️ Solving sudoku using Deep Reinforcement learning in combination with powerful symbolic representations.
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shap
Discontinued A game theoretic approach to explain the output of any machine learning model. [Moved to: https://github.com/shap/shap] (by slundberg)
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smaller-transformers
Load What You Need: Smaller Multilingual Transformers for Pytorch and TensorFlow 2.0.
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Vision-DiffMask
Official PyTorch implementation of Vision DiffMask, a post-hoc interpretation method for vision models.
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PLOD-AbbreviationDetection
This repository contains the PLOD Dataset for Abbreviation Detection released with our LREC 2022 publication
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fromage
🧀 Code and models for the ICML 2023 paper "Grounding Language Models to Images for Multimodal Inputs and Outputs".
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[P] XAI Recipes for the HuggingFace 🤗 Image Classification Models
Very cool, I like seeing this. I also noticed the transformers interpret package has released support for an image classification explainer: https://github.com/cdpierse/transformers-interpret
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Using LIME to explain the predictions from a BERT model, it looks like "the", "and", "or" are "very important" features, and thus I don't think the model is learning anything interesting. Any tips?
You could look at the Transformers Interpret python library: https://github.com/cdpierse/transformers-interpret
- Show HN: Transformers Interpret – Explain and visualize Transformer models
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Stats
Basic transformers-interpret repo stats
3
1,412
2.9
almost 3 years ago
cdpierse/transformers-interpret is an open source project licensed under Apache License 2.0 which is an OSI approved license.
The primary programming language of transformers-interpret is Jupyter Notebook.
Popular Comparisons
- transformers-interpret VS happy-transformer
- transformers-interpret VS neuro-symbolic-sudoku-solver
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- transformers-interpret VS PLOD-AbbreviationDetection
- transformers-interpret VS facet
- transformers-interpret VS fromage
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