Popular GitHub Repositories for Federation

The API platform for mission-critical applications

A Model Context Protocol (MCP) Gateway. Serves as a central management point for tools, resources, and prompts that can be accessed by MCP-compatible LLM applications. Converts REST API endpoints to MCP, composes virtual MCP servers with added security and observability, and converts between protocols (stdio, SSE).

The Lightning Catalog is an open-source data catalog designed for preparing data at any scale in ad-hoc analytics, data virtualization, data warehousing, lake houses, and ML projects.

AutonomousSphere is an agentic collaboration server. Agents talk, act, and use tools like teammates. Federated servers form an internet of autonomous teams. Powered by Google’s A2A protocol.

This is a recommended paper list for the course of Privacy Computing.

Investigating the reproducibility of federated GNN models

Skin cancer classification demo using Federated Learning techniques

This is a desktop application designed to recognize and detect car license plates of the Russian Federation. The application uses a pre-trained neural network model on TensorFlow Lite to perform the task of recognizing license plates, and also provides a user-friendly interface created using Qt Designer.

Sample Keras implementation of the Federated Learning (FL) for experimental research simulations.

The road sign recognition system of the Russian Federation, which uses an already prepared model for object detection and image segmentation in real time to improve road safety

This repository contains algorithms based on nature. This would also contain my solutions to some of the labs from the course 'Nature Inspired Computing' offered to Data Science majors at Innopolis University, Tatarstan, Russian Federation.