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README.md

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This repo contains a few new features compared to the original repo:
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- It is `pip` installable.
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- A new `Crosscoder` class for training CrossCoders as described in [the anthropic paper](https://transformer-circuits.pub/drafts/crosscoders/index.html#model-diffing).
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- BatchTopKCrossCoder as described in [our paper](https://arxiv.org/pdf/2504.02922)
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- `BatchTopKCrossCoder` as described in [our paper](https://arxiv.org/pdf/2504.02922)
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```py
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!pip install git+https://github.com/jkminder/dictionary_learning
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from dictionary_learning import CrossCoder

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