E
ecco
jalammar/ecco
Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, BERT, RoBERTA, T5, and T0).
★2.1kstars
Jupyter Notebook
BSD-3-Clause
Updated: 1w ago
📋 Project at a Glance
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What's this?A open-source Security & Governance project, built with Jupyter Notebook, focusing on explorables and language-models
Who made it?Maintained by jalammar team, 2.1K⭐ on GitHub, #91 out of 413 in Security & Governance
Why does it exist?The jalammar team recognized that existing explorables tools in Security & Governance were hard to use. ecco was designed to make language-models more accessible.
What can it do?Key use cases: natural-language-processing, nlp, pytorch
How to install with AI?Use an AI coding assistant to follow the README and automatically handle the install and environment setup.
🔗 github.com/jalammar/ecco | 官网 https://ecco.readthedocs.io
🔗 github.com/jalammar/ecco | 官网 https://ecco.readthedocs.io
Topics
explorableslanguage-modelsnatural-language-processingnlppytorchvisualization