Research & Education

open_spiel is a comprehensive framework designed for research in reinforcement learning within the context of games. It offers a robust collection of environments and algorithms, facilitating the exploration of general reinforcement learning and advanced search/planning techniques. The framework is versatile, supporting a wide array of game structures, including n-player zero-sum, cooperative, and general-sum games. It is also adaptable for both one-shot and sequential game scenarios, making it a valuable tool for researchers and developers in the field.

ComfyUI-Florence2 is a tool specifically designed for running inference using the Microsoft Florence-2 Vision Language Model (VLM). This model utilizes a prompt-based methodology to handle various vision and vision-language tasks. Users can provide text prompts to direct the model to perform functions such as generating captions for images, detecting objects within visual content, and segmenting different parts of an image. It serves as an interface for leveraging the capabilities of the Florence-2 VLM.

Lexicon Quest is a vocabulary learning app that gamifies the process by turning it into an RPG adventure. Users battle monsters by solving word puzzles. It uses SM-2 spaced repetition, similar to Anki, and supports seven languages. The app works offline and is free to use.