refactor: complete internationalization, cleanup, and align baseline charts

Author: lifanghen-ux

.DS_Store

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+# =============================================================================
+# THETA Environment Configuration
+# =============================================================================
+# Copy this file to .env and modify as needed.
+# All paths are relative to PROJECT_ROOT unless specified as absolute paths.
+#
+# Usage:
+#   cp .env.example .env
+#   # Edit .env with your paths
+# =============================================================================
+
+# =============================================================================
+# Core Directories (usually no need to change)
+# =============================================================================
+
+# Project root directory (auto-detected from script location)
+# Uncomment and set only if you need to override auto-detection
+# PROJECT_ROOT=/path/to/THETA
+
+# ETM module directory
+# ETM_DIR=${PROJECT_ROOT}/ETM
+
+# Embedding module directory
+# EMBEDDING_DIR=${PROJECT_ROOT}/embedding
+
+# Agent module directory
+# AGENT_DIR=${PROJECT_ROOT}/agent
+
+# =============================================================================
+# Data Directories
+# =============================================================================
+
+# Workspace directory for user data
+# WORKSPACE_DIR=${PROJECT_ROOT}/workspace
+
+# Data directory (cleaned datasets)
+# DATA_DIR=${WORKSPACE_DIR}/data
+
+# Raw data directory
+# RAW_DATA_DIR=${DATA_DIR}/raw_data
+
+# =============================================================================
+# Output Directories
+# =============================================================================
+
+# Result directory (model outputs, embeddings, BOW matrices, etc.)
+# RESULT_DIR=${PROJECT_ROOT}/result
+
+# HuggingFace cache directory
+# HF_CACHE_DIR=${PROJECT_ROOT}/hf_cache
+
+# =============================================================================
+# Model Directories
+# =============================================================================
+
+# Base directory for embedding models
+# EMBEDDING_MODELS_DIR=${PROJECT_ROOT}/embedding_models
+
+# Qwen embedding model paths (by size)
+# QWEN_MODEL_0_6B=${EMBEDDING_MODELS_DIR}/qwen3_embedding_0.6B
+# QWEN_MODEL_4B=${EMBEDDING_MODELS_DIR}/qwen3_embedding_4B
+# QWEN_MODEL_8B=${EMBEDDING_MODELS_DIR}/qwen3_embedding_8B
+
+# SBERT model path (for baseline models like CTM)
+# SBERT_MODEL_PATH=${ETM_DIR}/model/baselines/sbert/sentence-transformers/all-MiniLM-L6-v2
+
+# =============================================================================
+# Agent Configuration (for LLM-based analysis)
+# =============================================================================
+
+# OpenAI API configuration (for agent features)
+# OPENAI_API_KEY=your-api-key-here
+# OPENAI_API_BASE=https://api.openai.com/v1
+
+# Agent API server configuration
+# API_HOST=0.0.0.0
+# API_PORT=8000
+
+# =============================================================================
+# GPU Configuration
+# =============================================================================
+
+# Default GPU device ID
+# CUDA_VISIBLE_DEVICES=0
+
+# =============================================================================
+# Logging
+# =============================================================================
+
+# Log level: DEBUG, INFO, WARNING, ERROR
+# LOG_LEVEL=INFO

.env.example

@@ -0,0 +1,40 @@
+name: Deploy Documentation
+
+on:
+  push:
+    branches:
+      - main
+    paths:
+      - 'doc/**'
+      - 'mkdocs.yml'
+      - 'mkdocs.zh.yml'
+      - 'docs-requirements.txt'
+  workflow_dispatch:
+
+permissions:
+  contents: write
+
+jobs:
+  deploy:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+
+      - name: Setup Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.x'
+
+      - name: Cache pip
+        uses: actions/cache@v4
+        with:
+          path: ~/.cache/pip
+          key: ${{ runner.os }}-pip-${{ hashFiles('docs-requirements.txt') }}
+
+      - name: Install dependencies
+        run: pip install -r docs-requirements.txt
+
+      - name: Deploy to GitHub Pages
+        run: mkdocs gh-deploy --force

.github/workflows/deploy-docs.yml

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+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[codz]
+*$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
+
+# 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-python
+.pdm-build/
+
+# 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__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.envrc
+.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/
+
+# Abstra
+# Abstra is an AI-powered process automation framework.
+# Ignore directories containing user credentials, local state, and settings.
+# Learn more at https://abstra.io/docs
+.abstra/
+
+# Visual Studio Code
+#  Visual Studio Code specific template is maintained in a separate VisualStudioCode.gitignore 
+#  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:
+.ruff_cache/
+
+# PyPI configuration file
+.pypirc
+
+# Cursor
+#  Cursor is an AI-powered code editor. `.cursorignore` specifies files/directories to
+#  exclude from AI features like autocomplete and code analysis. Recommended for sensitive data
+#  refer to https://docs.cursor.com/context/ignore-files
+.cursorignore
+.cursorindexingignore
+
+# Marimo
+marimo/_static/
+marimo/_lsp/
+__marimo__/