pip and readme

.gitignore

@@ -1,15 +1,96 @@
-# Byte-compiled / optimized / DLL files
 __pycache__/
-*.py[codz]
+.venv/
-*$py.class
 
+.env
+
+image/
+audio/
+video/
+artifacts_three
+dataframe/
+.ruff_cache
+target/
+Cargo.lock
+.claude/
+.pytest_cache
+dist
+
+databases
+static/generated
+conversations/
+sjfdkdjad9si_dsksdjks
+next_swarms_update.txt
+.pytest_cache
+infra.md
+runs
+Financial-Analysis-Agent_state.json
+conversations/
+models/
+evolved_gpt2_models/
+experimental
+ffn_alternatives
+artifacts_five
+experimental/
+encryption
+errors
+chroma
+new_experimental/
+agent_workspace
+.pt
+Accounting Assistant_state.json
+Unit Testing Agent_state.json
+sec_agent
+Devin_state.json
+poetry.lock
+hire_researchers
+agent_workspace
+json_logs
+Medical Image Diagnostic Agent_state.json
+flight agent_state.json
+D_state.json
+artifacts_six
+artifacts_seven
+swarms/__pycache__
+artifacts_once
+transcript_generator.json
+venv
+.DS_Store
+Cargo.lock
+.DS_STORE
+artifacts_logs
+Cargo.lock
+Medical Treatment Recommendation Agent_state.json
+swarms/agents/.DS_Store
+artifacts_two
+logs
+T_state.json
+_build
+conversation.txt
+t1_state.json
+stderr_log.txt
+t2_state.json
+.vscode
+.DS_STORE
+# Byte-compiled / optimized / DLL files
+Transcript Generator_state.json
+__pycache__/
+*.py[cod]
+*$py.class
+.grit
+swarm-worker-01_state.json
+error.txt
+Devin Worker 2_state.json
 # C extensions
 *.so
+.ruff_cache
 
+
+errors.txt
+
+Autonomous-Agent-XYZ1B_state.json
 # Distribution / packaging
 .Python
 build/
-experimental/
 develop-eggs/
 dist/
 downloads/
@@ -47,7 +128,7 @@ htmlcov/
 nosetests.xml
 coverage.xml
 *.cover
-*.py.cover
+*.py,cover
 .hypothesis/
 .pytest_cache/
 cover/
@@ -82,7 +163,7 @@ target/
 # IPython
 profile_default/
 ipython_config.py
-
+.DS_Store
 # pyenv
 #   For a library or package, you might want to ignore these files since the code is
 #   intended to run in multiple environments; otherwise, check them in:
@@ -95,35 +176,20 @@ ipython_config.py
 #   install all needed dependencies.
 #Pipfile.lock
 
-# UV
-#   Similar to Pipfile.lock, it is generally recommended to include uv.lock in version control.
-#   This is especially recommended for binary packages to ensure reproducibility, and is more
-#   commonly ignored for libraries.
-#uv.lock
-
 # poetry
 #   Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
 #   This is especially recommended for binary packages to ensure reproducibility, and is more
 #   commonly ignored for libraries.
 #   https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
 #poetry.lock
-#poetry.toml
 
 # pdm
 #   Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
-#   pdm recommends including project-wide configuration in pdm.toml, but excluding .pdm-python.
-#   https://pdm-project.org/en/latest/usage/project/#working-with-version-control
 #pdm.lock
-#pdm.toml
+#   pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
-.pdm-python
+#   in version control.
-.pdm-build/
+#   https://pdm.fming.dev/#use-with-ide
-
+.pdm.toml
-# pixi
-#   Similar to Pipfile.lock, it is generally recommended to include pixi.lock in version control.
-#pixi.lock
-#   Pixi creates a virtual environment in the .pixi directory, just like venv module creates one
-#   in the .venv directory. It is recommended not to include this directory in version control.
-.pixi
 
 # PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
 __pypackages__/
@@ -137,7 +203,6 @@ celerybeat.pid
 
 # Environments
 .env
-.envrc
 .venv
 env/
 venv/
@@ -175,34 +240,191 @@ cython_debug/
 #  and can be added to the global gitignore or merged into this file.  For a more nuclear
 #  option (not recommended) you can uncomment the following to ignore the entire idea folder.
 #.idea/
+.vscode/settings.json
+# -*- mode: gitignore; -*-
+*~
+\#*\#
+/.emacs.desktop
+/.emacs.desktop.lock
+*.elc
+auto-save-list
+tramp
+.\#*
 
-# Abstra
+# Org-mode
-# Abstra is an AI-powered process automation framework.
+.org-id-locations
-# Ignore directories containing user credentials, local state, and settings.
+*_archive
-# Learn more at https://abstra.io/docs
-.abstra/
 
-# Visual Studio Code
+# flymake-mode
-#  Visual Studio Code specific template is maintained in a separate VisualStudioCode.gitignore 
+*_flymake.*
-#  that can be found at https://github.com/github/gitignore/blob/main/Global/VisualStudioCode.gitignore
-#  and can be added to the global gitignore or merged into this file. However, if you prefer, 
-#  you could uncomment the following to ignore the entire vscode folder
-# .vscode/
 
-# Ruff stuff:
+# eshell files
-.ruff_cache/
+/eshell/history
+/eshell/lastdir
 
-# PyPI configuration file
+# elpa packages
-.pypirc
+/elpa/
 
-# Cursor
+# reftex files
-#  Cursor is an AI-powered code editor. `.cursorignore` specifies files/directories to
+*.rel
-#  exclude from AI features like autocomplete and code analysis. Recommended for sensitive data
+
-#  refer to https://docs.cursor.com/context/ignore-files
+# AUCTeX auto folder
-.cursorignore
+/auto/
-.cursorindexingignore
+
+# cask packages
+.cask/
+dist/
+
+# Flycheck
+flycheck_*.el
+
+# server auth directory
+/server/
+
+# projectiles files
+.projectile
+
+# directory configuration
+.dir-locals.el
+
+# network security
+/network-security.data
+
+# Agent Skills - User-created skill directories
+# Keep example_skills/ committed for reference
+# Ignore common user skill directory patterns
+/skills/
+/my_skills/
+/custom_skills/
+/*_skills/
+!example_skills/
+
+
+
+
+# pyenv
+#   For a library or package, you might want to ignore these files since the code is
+#   intended to run in multiple environments; otherwise, check them in:
+# .python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# poetry
+#   Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
+#   This is especially recommended for binary packages to ensure reproducibility, and is more
+#   commonly ignored for libraries.
+#   https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
+#poetry.lock
+
+# pdm
+#   Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
+#pdm.lock
+#   pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
+#   in version control.
+#   https://pdm.fming.dev/#use-with-ide
+.pdm.toml
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+# pytype static type analyzer
+.pytype/
+
+# Cython debug symbols
+cython_debug/
+
+# PyCharm
+#  JetBrains specific template is maintained in a separate JetBrains.gitignore that can
+#  be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
+#  and can be added to the global gitignore or merged into this file.  For a more nuclear
+#  option (not recommended) you can uncomment the following to ignore the entire idea folder.
+#.idea/
+.vscode/settings.json
+# -*- mode: gitignore; -*-
+*~
+\#*\#
+/.emacs.desktop
+/.emacs.desktop.lock
+*.elc
+auto-save-list
+tramp
+.\#*
+
+# Org-mode
+.org-id-locations
+*_archive
+
+# flymake-mode
+*_flymake.*
+
+# eshell files
+/eshell/history
+/eshell/lastdir
+
+# elpa packages
+/elpa/
+
+# reftex files
+*.rel
+
+# AUCTeX auto folder
+/auto/
+
+# cask packages
+.cask/
+dist/
+
+# Flycheck
+flycheck_*.el
+
+# server auth directory
+/server/
+
+# projectiles files
+.projectile
+
+# directory configuration
+.dir-locals.el
+
+# network security
+/network-security.data
 
-# Marimo
-marimo/_static/
-marimo/_lsp/
-__marimo__/

README.md

@@ -8,9 +8,9 @@ OpenMythos is an open-source, theoretical implementation of the Claude Mythos mo
 ## Installation
 
 ```bash
-git clone https://github.com/The-Swarm-Corporation/OpenMythos.git
+pip install open-mythos
-cd OpenMythos
+
-pip install -r requirements.txt
+#uv pip install open-mythos
 ```
 
 ## Usage

open_mythos/__init__.py

@@ -0,0 +1,35 @@
+from open_mythos.main import (
+    MythosConfig,
+    RMSNorm,
+    GQAttention,
+    MLAttention,
+    Expert,
+    MoEFFN,
+    LoRAAdapter,
+    TransformerBlock,
+    LTIInjection,
+    ACTHalting,
+    RecurrentBlock,
+    OpenMythos,
+    precompute_rope_freqs,
+    apply_rope,
+    loop_index_embedding,
+)
+
+__all__ = [
+    "MythosConfig",
+    "RMSNorm",
+    "GQAttention",
+    "MLAttention",
+    "Expert",
+    "MoEFFN",
+    "LoRAAdapter",
+    "TransformerBlock",
+    "LTIInjection",
+    "ACTHalting",
+    "RecurrentBlock",
+    "OpenMythos",
+    "precompute_rope_freqs",
+    "apply_rope",
+    "loop_index_embedding",
+]

pyproject.toml

@@ -0,0 +1,77 @@
+[build-system]
+requires = ["poetry-core>=1.0.0"]
+build-backend = "poetry.core.masonry.api"
+
+
+[tool.poetry]
+name = "open-mythos"
+version = "0.1.0"
+description = "OpenMythos — open-source theoretical reconstruction of the Claude Mythos Recurrent-Depth Transformer architecture"
+license = "MIT"
+authors = ["Kye Gomez <kye@swarms.world>"]
+homepage = "https://github.com/The-Swarm-Corporation/OpenMythos"
+documentation = "https://github.com/The-Swarm-Corporation/OpenMythos/blob/main/docs/open_mythos.md"
+readme = "README.md"
+repository = "https://github.com/The-Swarm-Corporation/OpenMythos"
+keywords = [
+    "artificial intelligence",
+    "deep learning",
+    "transformers",
+    "recurrent transformers",
+    "looped transformers",
+    "mixture of experts",
+    "multi-latent attention",
+    "grouped query attention",
+    "adaptive computation time",
+    "recurrent depth transformer",
+    "LTI stability",
+    "inference-time scaling",
+]
+classifiers = [
+    "Development Status :: 3 - Alpha",
+    "Intended Audience :: Science/Research",
+    "Topic :: Scientific/Engineering :: Artificial Intelligence",
+    "License :: OSI Approved :: MIT License",
+    "Programming Language :: Python :: 3.10",
+]
+
+
+[tool.poetry.dependencies]
+python = ">=3.10,<4.0"
+torch = "*"
+
+
+[tool.poetry.group.lint.dependencies]
+black = ">=23.1,<27.0"
+ruff = ">=0.5.1,<0.15.9"
+
+
+[tool.poetry.group.test.dependencies]
+pytest = ">=8.1.1,<10.0.0"
+
+[tool.poetry.group.dev.dependencies]
+black = "*"
+ruff = "*"
+pytest = "*"
+
+[tool.ruff]
+line-length = 88
+
+[tool.black]
+target-version = ["py310"]
+line-length = 88
+include = '\.pyi?$'
+exclude = '''
+/(
+    \.git
+  | \.hg
+  | \.mypy_cache
+  | \.tox
+  | \.venv
+  | _build
+  | buck-out
+  | build
+  | dist
+  | docs
+)/
+'''