PAIR-code / litLinks
The Learning Interpretability Tool: Interactively analyze ML models to understand their behavior in an extensible and framework agnostic interface.
☆3,563Updated this week
Alternatives and similar repositories for lit
Users that are interested in lit are comparing it to the libraries listed below
Sorting:
- Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the…☆2,036Updated 10 months ago
- XLNet: Generalized Autoregressive Pretraining for Language Understanding☆6,182Updated 2 years ago
- Data augmentation for NLP☆4,579Updated 11 months ago
- Transformers for Information Retrieval, Text Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conve…☆4,189Updated last month
- Beyond Accuracy: Behavioral Testing of NLP models with CheckList☆2,036Updated last year
- Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"☆6,372Updated last month
- jiant is an nlp toolkit☆1,669Updated last year
- A system for quickly generating training data with weak supervision☆5,870Updated last year
- Language-Agnostic SEntence Representations☆3,644Updated last year
- Super easy library for BERT based NLP models☆1,899Updated 10 months ago
- Natural Language Processing Best Practices & Examples☆6,410Updated 2 years ago
- Trax — Deep Learning with Clear Code and Speed☆8,223Updated 2 months ago
- BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)☆7,473Updated 2 weeks ago
- ✍️ A carefully curated list of NLP paper summaries☆1,479Updated 3 years ago
- Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.☆1,354Updated last year
- Papers & presentation materials from Hugging Face's internal science day☆2,047Updated 4 years ago
- A Code-First Introduction to NLP course☆3,447Updated 2 years ago
- Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.☆1,753Updated last year
- ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators☆2,356Updated last year
- ALBERT: A Lite BERT for Self-supervised Learning of Language Representations☆3,272Updated 2 years ago
- Overview of Modern Deep Learning Techniques Applied to Natural Language Processing☆1,329Updated 5 years ago
- An open-source NLP research library, built on PyTorch.☆11,851Updated 2 years ago
- Unsupervised text tokenizer for Neural Network-based text generation.☆10,994Updated 2 months ago
- ✨Fast Coreference Resolution in spaCy with Neural Networks☆2,878Updated 2 years ago
- A very simple framework for state-of-the-art Natural Language Processing (NLP)☆14,207Updated this week
- BERT-related papers☆2,049Updated last year
- Hummingbird compiles trained ML models into tensor computation for faster inference.☆3,443Updated 2 months ago
- PyTorch original implementation of Cross-lingual Language Model Pretraining.☆2,908Updated 2 years ago
- Must-read Papers on pre-trained language models.☆3,361Updated 2 years ago
- Fit interpretable models. Explain blackbox machine learning.☆6,527Updated this week