T
transformers-interpret
cdpierse/transformers-interpret
Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.
★1.4kstars
Jupyter Notebook
Apache-2.0
Updated: 2w ago
📋 Project at a Glance
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What's this?A open-source Security & Governance project, built with Jupyter Notebook, focusing on captum and computer-vision
Who made it?Maintained by cdpierse team, 1.4K⭐ on GitHub, #101 out of 413 in Security & Governance
Why does it exist?In the Security & Governance space, captum workflows faced efficiency bottlenecks. transformers-interpret was built by cdpierse to address these computer-vision challenges.
What can it do?Key use cases: deep-learning, explainable-ai, interpretability
How to install with AI?Use an AI coding assistant to follow the README and automatically handle the install and environment setup.
🔗 github.com/cdpierse/transformers-interpret
🔗 github.com/cdpierse/transformers-interpret
Topics
captumcomputer-visiondeep-learningexplainable-aiinterpretabilitymachine-learningmodel-explainabilitynatural-language-processingneural-networknlptransformerstransformers-model