Manifold Research Group

NEKO

In Progress Implementation of GATO style Generalist Multimodal model capable of image, text, RL and Robotics tasks

P.A.L.

A toolkit to build AI Agents that proactively interact w/ the world

AgentForge

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.

MultiNet

NEKO_Archive

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-Different-Kind-of-Research-Lab

An Overview of the Research Vision and Strategy behind the Manifold Computing Group

Manifold-KB

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.

LSMN-Paper

Creating, Managing, and Understanding Large,Sparse, Multitask Neural Networks

Active-Project-Knowledgebase

Notes and materials for Active Manifold Computing projects.

modular-metalearning

NAS

A simple implementation of Neural Architecture Search.

Project_Ideas

Interesting Project Ideas and Research Directions

Relative-Weight-Change

The repository contains the codebase for Relative Weight Change in layers of Deep Neural Networks.

webpage

.github

Benchmarking-Differentially-Private-Residual-Networks-for-Medical-Imagery-Poster

Poster for Benchmarking Differentially Private Residual Networks for Medical Imagery

fm-for-math-cs

MMAML-Classification

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

MMAML-Regression

MMAML-rl

Satellite-ADC

Satellite Autonomy and Distributed Coordination experiments and code

website

Manifold Website

Website_Alt

Manifold Computing Website