jalammar / eccoLinks
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).
☆2,074Updated last year
Alternatives and similar repositories for ecco
Users that are interested in ecco are comparing it to the libraries listed below
Sorting:
- Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.☆1,406Updated 2 years ago
- The Learning Interpretability Tool: Interactively analyze ML models to understand their behavior in an extensible and framework agnostic …☆3,628Updated last month
- This repository contains the code for "Exploiting Cloze Questions for Few-Shot Text Classification and Natural Language Inference"☆1,628Updated 2 years ago
- Beyond Accuracy: Behavioral Testing of NLP models with CheckList☆2,048Updated 2 years ago
- Papers & presentation materials from Hugging Face's internal science day☆2,053Updated 5 years ago
- skweak: A software toolkit for weak supervision applied to NLP tasks☆926Updated last year
- jiant is an nlp toolkit☆1,675Updated 2 years ago
- Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.☆1,752Updated 2 years ago
- A Visual Analysis Tool to Explore Learned Representations in Transformers Models☆603Updated last year
- The implementation of DeBERTa☆2,189Updated 2 years ago
- A comprehensive reference for all topics related to Natural Language Processing☆2,034Updated 3 months ago
- NL-Augmenter 🦎 → 🐍 A Collaborative Repository of Natural Language Transformations☆786Updated last year
- Library for Knowledge Intensive Language Tasks☆962Updated 3 years ago
- 🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy☆1,403Updated 2 months ago
- 🤗 Evaluate: A library for easily evaluating machine learning models and datasets.☆2,401Updated 2 months ago
- ✍️ A carefully curated list of NLP paper summaries☆1,480Updated 4 years ago
- Plug and Play Language Model implementation. Allows to steer topic and attributes of GPT-2 models.☆1,153Updated last year
- TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs…☆3,345Updated 6 months ago
- Data augmentation for NLP☆4,639Updated last year
- A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coher…☆1,257Updated 5 months ago
- Efficient few-shot learning with Sentence Transformers☆2,669Updated last month
- The website for the CMU Language Technologies Institute low resource NLP bootcamp 2020☆606Updated 5 years ago
- ☆1,627Updated 2 years ago
- Super easy library for BERT based NLP models☆1,915Updated last year
- ☆530Updated last year
- BLEURT is a metric for Natural Language Generation based on transfer learning.☆782Updated 2 years ago
- Transformers for Information Retrieval, Text Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conve…☆4,224Updated 4 months ago
- A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)☆1,173Updated last year
- End-to-end neural table-text understanding models.☆1,203Updated last year
- Multimodal model for text and tabular data with HuggingFace transformers as building block for text data☆616Updated last year