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).
☆2,100Aug 15, 2024Updated 2 years ago
Alternatives and similar repositories for ecco
Users that are interested in ecco are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The Learning Interpretability Tool: Interactively analyze ML models to understand their behavior in an extensible and framework agnostic …☆3,658Jul 29, 2026Updated 2 weeks ago
- Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.☆1,416Aug 30, 2023Updated 2 years ago
- BertViz: Visualize Attention in Transformer Models☆8,152Jan 8, 2026Updated 7 months ago
- skweak: A software toolkit for weak supervision applied to NLP tasks☆925Sep 2, 2024Updated last year
- Data augmentation for NLP☆4,667Aug 9, 2026Updated last week
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Top2Vec learns jointly embedded topic, document and word vectors.☆3,103Nov 14, 2024Updated last year
- TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs…☆3,467Updated this week
- Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.☆1,752Dec 20, 2023Updated 2 years ago
- Beyond Accuracy: Behavioral Testing of NLP models with CheckList☆2,052Jan 9, 2024Updated 2 years ago
- Leveraging BERT and c-TF-IDF to create easily interpretable topics.☆7,786Aug 2, 2026Updated 2 weeks ago
- Efficient, scalable and enterprise-grade CPU/GPU inference server for 🤗 Hugging Face transformer models 🚀☆1,689Oct 23, 2024Updated last year
- A comprehensive reference for all topics related to Natural Language Processing☆2,038Jun 1, 2026Updated 2 months ago
- Robustness Gym is an evaluation toolkit for machine learning.☆446Jun 28, 2022Updated 4 years ago
- NL-Augmenter 🦎 → 🐍 A Collaborative Repository of Natural Language Transformations☆786May 19, 2024Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Argilla is a collaboration tool for AI engineers and domain experts to build high-quality datasets☆5,081Aug 10, 2026Updated last week
- State-of-the-Art Embeddings, Retrieval, and Reranking☆19,013Updated this week
- SummVis is an interactive visualization tool for text summarization.☆253Jun 17, 2022Updated 4 years ago
- Interpretability for sequence generation models 🐛 🔍☆474Apr 25, 2026Updated 3 months ago
- A very simple framework for state-of-the-art Natural Language Processing (NLP)☆14,381Oct 27, 2025Updated 9 months ago
- A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coher…☆1,269Jul 24, 2025Updated last year
- Fuzzy string matching, grouping, and evaluation.☆801Jul 10, 2025Updated last year
- Transformers for Information Retrieval, Text Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conve…☆4,254May 31, 2026Updated 2 months ago
- A data augmentations library for audio, image, text, and video.☆5,088Jul 16, 2026Updated last month
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- A Visual Analysis Tool to Explore Learned Representations in Transformers Models☆607Feb 7, 2024Updated 2 years ago
- Model interpretability and understanding for PyTorch☆5,686Updated this week
- A Unified Library for Parameter-Efficient and Modular Transfer Learning☆2,824Apr 26, 2026Updated 3 months ago
- Efficient few-shot learning with Sentence Transformers☆2,780May 26, 2026Updated 2 months ago
- Facebook AI Research Sequence-to-Sequence Toolkit written in Python.☆32,236Sep 30, 2025Updated 10 months ago
- SpikeX - SpaCy Pipes for Knowledge Extraction☆403Jul 30, 2021Updated 5 years ago
- Active Learning for Text Classification in Python☆648May 24, 2026Updated 2 months ago
- Toolkit to help understand "what lies" in word embeddings. Also benchmarking!☆481Feb 6, 2023Updated 3 years ago
- Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the mo…☆22,958Jul 28, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- The WeightWatcher tool for predicting the accuracy of Deep Neural Networks☆1,772May 11, 2026Updated 3 months ago
- Papers & presentation materials from Hugging Face's internal science day☆2,049Oct 31, 2020Updated 5 years ago
- Hummingbird compiles trained ML models into tensor computation for faster inference.☆3,544Jul 17, 2025Updated last year
- Parallelformers: An Efficient Model Parallelization Toolkit for Deployment☆788Apr 24, 2023Updated 3 years ago
- Minimal keyword extraction with BERT☆4,215May 13, 2026Updated 3 months ago
- ⚡ boost inference speed of T5 models by 5x & reduce the model size by 3x.☆588Apr 24, 2023Updated 3 years ago
- 💥 Fast State-of-the-Art Tokenizers optimized for Research and Production☆10,974Updated this week