ml-odyssey-skills

ML Odyssey

A Mojo-based platform for reproducing classic AI/ML research papers with production-quality implementations. ML Odyssey provides a shared library of SIMD-optimized tensor operations, an autograd engine, and a full training infrastructure — all implemented in Mojo for maximum performance and type safety.

What This Is

ML Odyssey is a standalone Mojo-based ML framework for reproducing classic AI/ML research papers with production-quality implementations. It has two goals:

1. Reproduce landmark neural network papers with verified, high-performance Mojo implementations
2. Provide a reusable shared library of ML components that paper implementations build on

The project currently has ~198K lines of Mojo code, 7 fully-implemented neural network architectures, and 332+ tests across layerwise unit tests and end-to-end integration tests.

Note on project identity: The GitHub repo description says "Training framework written in Mojo." This repo is sometimes described elsewhere as an "experimental agent research sandbox" -- that description is incorrect. ML Odyssey is an ML training framework, not an agent platform. It has no integration with ai-maestro, NATS, or any distributed agent mesh. The "agent system" referenced in this repo refers to Claude Code automation for development workflow (code generation, PR creation, CI management), not a runtime agent mesh.

Part of HomericIntelligence

Odyssey is one of several repositories in the HomericIntelligence organization. Here is how the repos relate:

Repository	Role
Odyssey (this repo)	ML training framework in Mojo -- neural nets, autograd, shared lib
[Odysseus][odysseus]	Ecosystem meta-repo and architecture docs
[AchaeanFleet][achaeanfleet]	Container images for the agent mesh -- Dockerfiles, Compose, CI
[Myrmidons][myrmidons]	GitOps agent provisioning -- agent definitions as code
[ProjectHephaestus][hephaestus]	Shared utilities and tools used across the ecosystem
[ProjectMnemosyne][mnemosyne]	Skills marketplace -- collective memory of team learnings
[ProjectScylla][scylla]	Testing and optimization framework for agentic workflows
[ProjectKeystone][keystone]	Foundation project
[ProjectArgus][argus]	Ecosystem project
[ProjectHermes][hermes]	Ecosystem project
[ProjectProteus][proteus]	Ecosystem project
[ProjectTelemachy][telemachy]	Ecosystem project