Name: Manifold Research Group
Type: Organization
Bio: Distributed Research Group focusing on building next generation learning systems. We do fundamental and applied research and build open source tools. Join us!
Twitter: ManifoldRG
Blog: https://www.manifoldrg.com/
Manifold Research Group's Projects
An Overview of the Research Vision and Strategy behind the Manifold Computing Group
Notes and materials for Active Manifold Computing projects.
The AgentForge project focuses on building general tooling to construct multicapability AI systems by composing skills and models together, and having intelligent processes use those skills/models.
Poster for Benchmarking Differentially Private Residual Networks for Medical Imagery
Creating, Managing, and Understanding Large,Sparse, Multitask Neural Networks
This repository serves as a knowledge base with key insights, details from other research and implementations to serve as references and one place to document various possible paths to achieve something.
An official PyTorch implementation of “Multimodal Model-Agnostic Meta-Learning via Task-Aware Modulation” (NeurIPS 2019) by Risto Vuorio*, Shao-Hua Sun*, Hexiang Hu, and Joseph J. Lim
A simple implementation of Neural Architecture Search.
In Progress Implementation of GATO style Generalist Multimodal model capable of image, text, RL and Robotics tasks
The NEKO Project is an open source effort to build a model of equivalent scale and capability as that reported in DeepMind’s 2022 Paper, A Generalist Agent .
A toolkit to build AI Agents that proactively interact w/ the world
Interesting Project Ideas and Research Directions
The repository contains the codebase for Relative Weight Change in layers of Deep Neural Networks.
Satellite Autonomy and Distributed Coordination experiments and code
Manifold Website
Manifold Computing Website