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OpenCog

AGI - Machine Learning, Language, Reasoning, Robotics

The OpenCog Project 👋

OpenCog aims to create AGI with a combination of exploration, engineering and basic science research. Side quests have included robotics systems (Hanson Robotics), financial systems (Aidiya), genomics (MOZI and Rejuve.bio), machine learning (predicting risk from clinician notes), natural language chatbots (virtual dog playing fetch) and more. This project was pioneered by Dr. Ben Goertzel. Git repos fall into four categories:

OpenCog AtomSpace

The core of the system. As of 2024, it is active, stable and supported.

OpenCog Research

Git repos in which active resarch is being carried out:

  • Learn - Symbolic learning ("mature", batch-based processing.)
  • Agents - Refactoring learning for an interactive environment.
  • Sensory - Dataflow of graphlets to/from external world. Agents I/O system.

OpenCog Fossils

Older, abandoned and obsolete components. These were educational and fun, but development has halted. These projects are no longer maintained, but they do contain useful subsystems that might be salvageable for future use. This includes:

  • PLN, URE, Attention, Ghost, Relex, R2L, ROS, Hanson Robotics Eva/Sophia
  • MOSES (but not as-moses, see below).
  • Any repo that is marked "read-only" or "obsolete".

OpenCog Hyperon

Being developed by Singularity.net.

OpenCog Incubator

These are the immature, incomplete, promising projects that haven't taken off yet.

  • SQL Bridge - Direct I/O between SQL and AtomSpace
  • Prolog-on-Atomspace - proof-of-concept
  • Chemistry - Molecular bonds, molecular structural formulas (proof-of-concpept.)
  • agi-bio - Genomics, proteomics system used by MOZI and rejuve.bio
  • visualization - GUI for exploring AtomSpace contents.
  • as-moses - Port of MOSES to the AtomSpace.
  • Vision - Extracting structure from images, video (proof-of-concept.)
  • Hyperon-on-top-of-atomspace - Hyperon backwards-compat layer (proof-of-concept.)
  • SpaceTime - Octree spatial bounding boxes and time intervals in Atomese.

HELP WANTED

The above-mentioned commercial projects don't pay the bills. There are far more ideas and possibilities than there is time or money. If you're a software developer, bored and looking for something to do, there's a lot of great stuff here that is worthy of attention. If you are an academic, scientist or grad student, someone who wants to do cross-over Symbolic AI and Deep-Learning Neural Net research, and need a base toolset, this is the place. We will work with you to make sure this stuff fits your needs and does what you want it to do, the way you want it. Contact Linas Vepstas.

Commercial support

If you are a commercial business looking to use any of these components in your products, we can provide full-time support, if that's what you want. We'll custom-taylor components, systems, and API's to suit your needs. If you are an investor looking to build up a venture, well yes, that could happen too. Talk to us. Contact Linas Vepstas.

Pinned Loading

  1. atomspace atomspace Public

    The OpenCog (hyper-)graph database and graph rewriting system

    C++ 830 234

  2. link-grammar link-grammar Public

    The CMU Link Grammar natural language parser

    C 390 118

  3. learn learn Public

    Neuro-symbolic interpretation learning (mostly just language-learning, for now)

    Scheme 141 33

  4. asmoses asmoses Public

    MOSES Machine Learning: Meta-Optimizing Semantic Evolutionary Search for the AtomSpace (https://github.com/opencog/atomspace)

    C++ 39 31

  5. cogserver cogserver Public

    Distributed AtomSpace Network Server

    C++ 17 23

  6. sensory sensory Public

    Low-level sensory I/O Atoms

    C++ 4 2

Repositories

Showing 10 of 81 repositories
  • learn Public

    Neuro-symbolic interpretation learning (mostly just language-learning, for now)

    opencog/learn’s past year of commit activity
    Scheme 141 33 2 0 Updated Dec 5, 2024
  • docker Public

    Docker containers for OpenCog - Robot Operating System (ROS)

    opencog/docker’s past year of commit activity
    Dockerfile 76 73 0 0 Updated Sep 11, 2024
  • cogutil Public

    Very low-level C++ programming utilities used by several components

    opencog/cogutil’s past year of commit activity
  • sensory Public

    Low-level sensory I/O Atoms

    opencog/sensory’s past year of commit activity
    C++ 4 2 0 0 Updated Jun 16, 2024
  • link-grammar-website Public

    Copy of last working version of link-grammar website

    opencog/link-grammar-website’s past year of commit activity
    HTML 1 0 1 0 Updated May 31, 2024
  • link-grammar Public

    The CMU Link Grammar natural language parser

    opencog/link-grammar’s past year of commit activity
    C 390 LGPL-2.1 118 78 (1 issue needs help) 3 Updated May 31, 2024
  • agents Public

    Experiments with Agents

    opencog/agents’s past year of commit activity
    Scheme 3 1 0 0 Updated May 14, 2024
  • .github Public

    Intended to hold the public profile README

    opencog/.github’s past year of commit activity
    0 AGPL-3.0 5 0 0 Updated May 13, 2024
  • atomspace Public

    The OpenCog (hyper-)graph database and graph rewriting system

    opencog/atomspace’s past year of commit activity
  • lg-atomese Public

    Atomese API for Link Grammar

    opencog/lg-atomese’s past year of commit activity
    C++ 6 5 0 0 Updated May 11, 2024

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