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conda-forge.org : ecco
Ecco is a python library for explaining Natural Language Processing models using interactive visualizations. It provides multiple interfaces to aid the explanation and intuition of [Transformer][_transformer]-based language models. Read: [Interfaces for Explaining Transformer Language Models][_interfaces]. Ecco runs inside Jupyter notebooks. It is built on top of [pytorch][_pytorch] and [transformers][_hf-transformers]. The library is currently an alpha release of a research project. Not production ready. You're welcome to contribute to make it better! [_transformer]: https://jalammar.github.io/illustrated-transformer/ [_interfaces]: https://jalammar.github.io/explaining-transformers/ [_pytorch]: https://pytorch.org/ [_hf-transformers]: https://github.com/huggingface/transformers List of Web Resources: - [Ecco - *Look Inside Language Models*](https://www.eccox.io/) - [Finding the Words to Say: Hidden State Visualizations for Language Models](https://jalammar.github.io/hidden-states/)
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purl: pkg:conda/ecco
Keywords: explorables, language-models, natural-language-processing, nlp, pytorch, visualization
License: BSD-3-Clause
Latest release: over 2 years ago
First release: over 2 years ago
Stars: 1,629 on GitHub
Forks: 120 on GitHub
See more repository details: repos.ecosyste.ms
Last synced: 21 days ago