update

.gitignore

@@ -0,0 +1,215 @@
+# Project specific
+notebooks/*
+
+# from: https://github.com/microsoft/vscode-python/blob/main/.gitignore
+.DS_Store
+.huskyrc.json
+out
+log.log
+**/node_modules
+*.pyc
+*.vsix
+**/.vscode/.ropeproject/**
+**/testFiles/**/.cache/**
+*.noseids
+.nyc_output
+.vscode-test
+__pycache__
+npm-debug.log
+**/.mypy_cache/**
+!yarn.lock
+coverage/
+cucumber-report.json
+**/.vscode-test/**
+**/.vscode test/**
+**/.vscode-smoke/**
+**/.venv*/
+port.txt
+precommit.hook
+pythonFiles/lib/**
+pythonFiles/get_pip.py
+debug_coverage*/**
+languageServer/**
+languageServer.*/**
+bin/**
+obj/**
+.pytest_cache
+tmp/**
+.python-version
+.vs/
+test-results*.xml
+xunit-test-results.xml
+build/ci/performance/performance-results.json
+!build/
+debug*.log
+debugpy*.log
+pydevd*.log
+nodeLanguageServer/**
+nodeLanguageServer.*/**
+dist/**
+# translation files
+*.xlf
+package.nls.*.json
+l10n/
+# from: https://github.com/github/gitignore/blob/main/Python.gitignore
+
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+cover/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+.pybuilder/
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# 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/

analogy_encoder/__init__.py

@@ -0,0 +1 @@
+from .analogy_encoder import AnalogyEncoder

analogy_encoder/config.json

@@ -119,7 +119,7 @@
     "use_bfloat16": false,
     "use_swiglu_ffn": false
   },
-  "load_pretrained": false,
+  "load_pretrained": true,
   "siglip_config_dict": {
     "_attn_implementation_autoset": false,
     "_name_or_path": "",

analogy_input_processor/__init__.py

@@ -0,0 +1 @@
+from .analogy_input_processor import AnalogyInputProcessor

analogy_projector/__init__.py

@@ -0,0 +1 @@
+from .analogy_projector import AnalogyProjector