PIP-Net: Patch-based Intuitive Prototypes Network for Interpretable Image Classification (CVPR 2023)

Codebase for Continual Prototype Evolution (CoPE) to attain perpetually representative prototypes for online and non-stationary datastreams. Includes implementation of the Pseudo-Prototypical Proxy (PPP) loss.

(TPAMI 2025) ProtoGCD: Unified and Unbiased Prototype Learning for Generalized Category Discovery

A PyTorch based implementation of MMD-critic

Semantic Segmentation with Prototype Networks

Official repository for the paper "ProtoASNet: Dynamic Prototypes for Inherently Interpretable and Uncertainty-Aware Aortic Stenosis Classification in Echocardiography" in MICCAI 2023 Conference

Post-hoc prototype-based explanations with rules for time-series classifiers

Software to easily create and edit prototypes for your Space Station 14 server.

Scientific Data Significance Rankings with Shapley Explanations

Official implementation of the paper: Learn to aggregate global and local representations for few-shot learning

A collection of simple Python prototypes, my first codes written during the learning phase. Created early in my journey and kept as a technical reference.

Prototype-Oriented Programming in Python at the tip of your fingers in a simple, easy-to-use library.

Prototype transferred diverse features for day-night cross-domain facial expression recognition

DJANGO-REACT BUILD: Python3 // Django // Django REST framework // TypeScript // React // Redux // Saga // Jest // Prototypes // Material-UI // React Router DOM

Intelligent task management system for agent-based workflows with dependency resolution and CLI tools.

🔍 Analyze datasets with DataTypical to identify key instances and their impact, using Shapley explanations for clear insights into data structure.

IDAPython plugin for identifies functions prototypes between two or more IDBs

Experimental GenAI workflows and prompt chains — RSS summaries, sentiment tagging, and score enrichment demos. Not affiliated with Nadis Intelligence’s proprietary products.

🧠 Build intelligent agents using a large model framework for knowledge bases and knowledge graphs with Yuxi-Know.