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).
β2,070Updated 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 π€ transformers. Explain your transformers model in just 2 lines of code.β1,395Updated 2 years ago
- Beyond Accuracy: Behavioral Testing of NLP models with CheckListβ2,045Updated last year
- The Learning Interpretability Tool: Interactively analyze ML models to understand their behavior in an extensible and framework agnostic β¦β3,614Updated last week
- This repository contains the code for "Exploiting Cloze Questions for Few-Shot Text Classification and Natural Language Inference"β1,629Updated 2 years ago
- NL-Augmenter π¦ β π A Collaborative Repository of Natural Language Transformationsβ786Updated last year
- jiant is an nlp toolkitβ1,673Updated 2 years ago
- Papers & presentation materials from Hugging Face's internal science dayβ2,054Updated 5 years ago
- A Visual Analysis Tool to Explore Learned Representations in Transformers Modelsβ602Updated last year
- TextAttack π is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocsβ¦β3,319Updated 4 months ago
- skweak: A software toolkit for weak supervision applied to NLP tasksβ926Updated last year
- A comprehensive reference for all topics related to Natural Language Processingβ2,029Updated last month
- Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.β1,753Updated last year
- Data augmentation for NLPβ4,632Updated last year
- π€ Evaluate: A library for easily evaluating machine learning models and datasets.β2,371Updated 3 weeks ago
- βοΈ A carefully curated list of NLP paper summariesβ1,478Updated 4 years ago
- Library for Knowledge Intensive Language Tasksβ957Updated 3 years ago
- Plug and Play Language Model implementation. Allows to steer topic and attributes of GPT-2 models.β1,152Updated last year
- The website for the CMU Language Technologies Institute low resource NLP bootcamp 2020β604Updated 5 years ago
- β1,617Updated 2 years ago
- The implementation of DeBERTaβ2,175Updated 2 years ago
- Collection of papers and resources for data augmentation for NLP.β831Updated 3 years ago
- πΈ Use pretrained transformers like BERT, XLNet and GPT-2 in spaCyβ1,402Updated last month
- A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherβ¦β1,252Updated 4 months ago
- Robustness Gym is an evaluation toolkit for machine learning.β443Updated 3 years ago
- Multimodal model for text and tabular data with HuggingFace transformers as building block for text dataβ612Updated last year
- Resources for Data Centric AIβ1,130Updated last year
- ktrain is a Python library that makes deep learning and AI more accessible and easier to applyβ1,263Updated 10 months ago
- Shared repository for open-sourced projects from the Google AI Language team.β1,724Updated last week
- Transformers for Information Retrieval, Text Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conveβ¦β4,230Updated 3 months ago
- Top2Vec learns jointly embedded topic, document and word vectors.β3,104Updated last year