Framework-agnostic implementation for state-of-the-art saliency methods (XRAI, BlurIG, SmoothGrad, and more).

In situ interactive widgets for responsible AI 🌱

Visualizations for machine learning datasets

The Learning Interpretability Tool: Interactively analyze ML models to understand their behavior in an extensible and framework agnostic interface.

Model Alignment is a python library from the PAIR team that enable users to create model prompts through user feedback instead of manual prompt writing and editing. The technique makes use of const…

MONPA 罔拍是一個提供正體中文斷詞、詞性標註以及命名實體辨識的多任務模型

🦜🔗 Build context-aware reasoning applications

🎨 Diagram as Code for prototyping cloud system architectures

✨Fast Coreference Resolution in spaCy with Neural Networks

🌍 📋 A web dashboard to inspect Terraform States

CLI tool for generating Terraform configuration and state for existing CloudFormation resources

Docker image for high-performance Machine Learning web applications. With Uvicorn managed by Gunicorn in Python 3.7 and 3.6, using Conda, with CUDA and TensorFlow variants.

Multimedia project for the minimum wage

For the blocks with infographics in twreporter site

Full stack, modern web application template. Using FastAPI, React, SQLModel, PostgreSQL, Docker, GitHub Actions, automatic HTTPS and more.

A fast and reliable background task processing library for Python 3.

API of Articut 中文斷詞 (兼具語意詞性標記)：「斷詞」又稱「分詞」，是中文資訊處理的基礎。Articut 不用機器學習，不需資料模型，只用現代白話中文語法規則，即能達到 SIGHAN 2005 F1-measure 94% 以上，Recall 96% 以上的成績。

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

FIFA Worldcup 2018 - json data

React router with a small footprint for modern browsers

🛰️ Represent any GraphQL API as an interactive graph

Terraform Pull Request Automation

Electron/React GUI for Redis

React components for Velocity.js

《21个项目玩转深度学习———基于TensorFlow的实践详解》配套代码

World's smallest responsive 🔥 css framework (395 bytes)

📊 📋 Dashboards using YAML or JSON files