Playground

CodeGen

A Conversational AI Programming Model

CodeGen is a conversational AI programming system that takes low-code to the next level with an AI system that writes code based on prompts from developers, and lightens the need for writing code itself.

AI Painter

AI Designer that assists and unlocks generative visual design

AI Painter is a generative AI system that assist users to turn imagination into visual content with flexible language driven interface, it empowers non-experts to create and edit visual content iteratively.

LAVIS

A One-stop Library for Language-Vision

LAVIS (short for LAnguage-VISion) is an open-source deep learning library for language-vision research and applications, offering comprehensive support for a wide range of tasks, datasets, and state-of-the-art models. Featuring a unified interface and modular design, it’s easy to use off-the-shelf and to extend with new capabilities. With its powerful features and integrated framework, LAVIS helps make AI language-vision capabilities accessible to a wide audience of researchers and practitioners.

Merlion

A Machine Learning Library for Time Series

Merlion is an open-source Python library for time series intelligence. Merlion provides an end-to-end machine learning framework that includes loading and transforming data, building and training models, post-processing model outputs, and evaluating model performance.

OmniXAI

A Library for Explainable AI

Omni eXplainable AI (OmniXAI) is an open-source Python library for explainable AI, offering omni-way explainable AI and interpretable machine learning capabilities to address many pain points in explaining decisions made by AI models in practice. OmniXAI aims to be a one-stop comprehensive library that includes a rich family of explanation methods and provides an easy-to-use unified interface to generate the explanations for your applications with only a few lines of code. OmniXAI also offers a dashboard for visualizing explanations to obtain more insights into model decisions.

Converse

Converse is a flexible modular task-oriented dialogue system for building chatbots that help users complete tasks. Converse uses an and-or tree structure to represent tasks and offers powerful multi-task dialogue management. Converse supports task dependency and task switching, which are unique features compared to other open-source dialogue frameworks. At the same time, Converse aims to make the bot building process easy and simple, for both professional and non-professional software developers.