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).
☆2,007Updated 6 months ago
Alternatives and similar repositories for ecco:
Users that are interested in ecco are comparing it to the libraries listed below
- Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.☆1,325Updated last year
- Beyond Accuracy: Behavioral Testing of NLP models with CheckList☆2,023Updated last year
- skweak: A software toolkit for weak supervision applied to NLP tasks☆923Updated 5 months ago
- The implementation of DeBERTa☆2,035Updated last year
- Data augmentation for NLP☆4,508Updated 7 months ago
- This repository contains the code for "Exploiting Cloze Questions for Few-Shot Text Classification and Natural Language Inference"☆1,627Updated last year
- Library for Knowledge Intensive Language Tasks☆928Updated 2 years ago
- Papers & presentation materials from Hugging Face's internal science day☆2,046Updated 4 years ago
- Top2Vec learns jointly embedded topic, document and word vectors.☆2,991Updated 3 months ago
- BERT score for text generation☆1,674Updated 6 months ago
- The Learning Interpretability Tool: Interactively analyze ML models to understand their behavior in an extensible and framework agnostic …☆3,520Updated this week
- BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)☆7,130Updated last year
- 🤗 Evaluate: A library for easily evaluating machine learning models and datasets.☆2,111Updated last month
- jiant is an nlp toolkit☆1,661Updated last year
- Language-Agnostic SEntence Representations☆3,617Updated 9 months ago
- A Visual Analysis Tool to Explore Learned Representations in Transformers Models☆587Updated last year
- NL-Augmenter 🦎 → 🐍 A Collaborative Repository of Natural Language Transformations☆780Updated 9 months ago
- Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.☆1,750Updated last year
- Transformers for Information Retrieval, Text Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conve…☆4,144Updated 8 months ago
- TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs…☆3,067Updated 6 months ago
- Efficient few-shot learning with Sentence Transformers☆2,349Updated last month
- Dense Passage Retriever - is a set of tools and models for open domain Q&A task.☆1,751Updated last year
- PyTorch original implementation of Cross-lingual Language Model Pretraining.☆2,899Updated 2 years ago
- Longformer: The Long-Document Transformer☆2,082Updated 2 years ago
- ☆494Updated last year
- BookNLP, a natural language processing pipeline for books☆820Updated 6 months ago
- ☆1,533Updated last year
- ✍️ A carefully curated list of NLP paper summaries☆1,479Updated 3 years ago
- ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators☆2,346Updated 10 months ago
- BLEURT is a metric for Natural Language Generation based on transfer learning.☆715Updated last year