Rank #3,512 2,104 starsJupyter Notebook

ecco

by jalammar (personal account)

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). (description from the project’s GitHub page)

View on GitHub Homepage

Repository facts

Stars: 2,104
Forks: 174
Open issues and pull requests: 38
Primary language: Jupyter Notebook
License: BSD 3-Clause "New" or "Revised" License (BSD-3-Clause)
Owner: jalammar · Personal account
Created: Nov 7, 2020
Last push: Aug 15, 2024

Topics

Rank #3,512 of 9,507 in AI on GitHub, by stars. Data from the GitHub API, fetched Oct 18, 2026; star counts change daily. Stars measure popularity, not quality or safety, and a listing is not an endorsement. How this list is made

Add this badge to your README

Ranked #3,512 in AI on GitHub Shows this repository’s rank in AI on GitHub and links back to this page. Ranks are by stars and change when the list is refreshed. The badge is not an endorsement or a rating. About the badges

Markdown (for a README)

[![Ranked #3,512 in AI on GitHub](https://unitedstatesofamericasuperintelligence.com/badges/github/jalammar--ecco.svg)](https://unitedstatesofamericasuperintelligence.com/github/jalammar--ecco/)

HTML

<a href="https://unitedstatesofamericasuperintelligence.com/github/jalammar--ecco/"><img src="https://unitedstatesofamericasuperintelligence.com/badges/github/jalammar--ecco.svg" alt="Ranked #3,512 in AI on GitHub" height="20"></a>

Projects that share this one’s GitHub topics.

Rank 8,119: webis-de/small-text
Active Learning for Text Classification in Python
647 starsPythonMITLast push Oct 12, 2026
Rank 998: jessevig/bertviz
BertViz: Visualize Attention in Transformer Models
8,200 starsPythonApache-2.0Last push Jan 8, 2026
Rank 6,090: zjunlp/Prompt4ReasoningPapers
[ACL 2023] Reasoning with Language Model Prompting: A Survey
1,009 starsMITLast push May 21, 2025
Rank 6,220: kennethleungty/Llama-2-Open-Source-LLM-CPU-Inference
Running Llama 2 and other Open-Source LLMs on CPU Inference Locally for Document Q&A
971 starsPythonMITLast push Nov 6, 2023
Rank 9,068: EricFillion/happy-transformer
Happy Transformer makes it easy to fine-tune and perform inference with NLP Transformer models.
545 starsPythonApache-2.0Last push Jan 10, 2026
Rank 3,224: JasonKessler/scattertext
Beautiful visualizations of how language differs among document types.
2,344 starsPythonApache-2.0Last push Jul 4, 2026

Repository facts

Topics

Add this badge to your README

Related projects

Rank 8,119: webis-de/small-text

Rank 998: jessevig/bertviz

Rank 6,090: zjunlp/Prompt4ReasoningPapers

Rank 6,220: kennethleungty/Llama-2-Open-Source-LLM-CPU-Inference

Rank 9,068: EricFillion/happy-transformer

Rank 3,224: JasonKessler/scattertext

Support Us