Collective Mind (CM) is a small, modular, cross-platform and decentralized workflow automation framework with a human-friendly interface and reusable automation recipes to make it easier to build, run, benchmark and optimize AI, ML and other applications and systems across diverse and continuously changing models, data, software and hardware

A NetworkX implementation of Label Propagation from a "Near Linear Time Algorithm to Detect Community Structures in Large-Scale Networks" (Physical Review E 2008).

[NeurIPS 2019] Code for the paper "Learning to Control Self-Assembling Morphologies: A Study of Generalization via Modularity"

Python script for command line control of HomeBridge (HomeKit)

The official repository for our paper "Are Neural Nets Modular? Inspecting Functional Modularity Through Differentiable Weight Masks". We develop a method for analyzing emerging functional modularity in neural networks based on differentiable weight masks and use it to point out important issues in current-day neural networks.

Searchable Code Snippets/Functions/Classes

Implementation of the colony specification for python

A 🖥 Desktop GUI for 🤖Face Recognition Based 🙋🏻‍♂️Attendance Management System

Python Voice-Chatbot with offline voice recognition.

[ICML 2023 Oral] Official environments and implementations for "Subequivariant Graph Reinforcement Learning in 3D Environments"

A simple, modular Discord bot from scratch

An interpretability library for pytorch

A module manager for your OctoBot !

A Python implementation of improved Label Propagation Algorithm.

Meta test family (MTF) is a tool to test components of a modular Fedora:

An abstract implementation of the registry design pattern proposed in (Hartog et. al., 2023). Provides a factory for registries that dynamically organize modular functionalities.

Generic modular configuration file manager

Small utility to calculate the robustness modularity, information modularity and modularity difference.

Hardware Robot Operating System (H-ROS) command line interface

Calling a non-registered package in any directory (with relative call). Used either by modules moved into to a subdirectory or to prepare the import of a non-registered package (in any relative path).