Initial commit — Trading AI Secure project complet

Architecture Docker (8 services), FastAPI, TimescaleDB, Redis, Streamlit.
Stratégies : scalping, intraday, swing. MLEngine + RegimeDetector (HMM).
BacktestEngine + WalkForwardAnalyzer + Optuna optimizer.
Routes API complètes dont /optimize async.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

.gitignore

@@ -0,0 +1,396 @@
+# Trading AI Secure - .gitignore
+
+# ============================================================================
+# PYTHON
+# ============================================================================
+
+# 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
+*.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
+.python-version
+
+# pipenv
+Pipfile.lock
+
+# poetry
+poetry.lock
+
+# pdm
+.pdm.toml
+
+# PEP 582
+__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/
+
+# ============================================================================
+# TRADING AI SECURE SPECIFIC
+# ============================================================================
+
+# Configuration files with credentials
+config/ig_config.yaml
+config/risk_limits.yaml
+config/strategy_params.yaml
+config/data_sources.yaml
+config/*.secret.yaml
+config/*.private.yaml
+
+# API Keys and Secrets
+*.key
+*.pem
+*.p12
+secrets/
+credentials/
+
+# Trading Data
+data/historical/
+data/cache/
+data/backtest_results/
+data/paper_trading/
+data/live_trading/
+*.csv
+*.parquet
+*.h5
+*.hdf5
+
+# Logs
+logs/
+*.log
+*.log.*
+
+# Database
+*.db
+*.sqlite
+*.sqlite3
+database/
+
+# Cache
+.cache/
+cache/
+*.cache
+
+# Temporary files
+tmp/
+temp/
+*.tmp
+*.temp
+
+# Backup files
+*.bak
+*.backup
+*~
+
+# Model files (large)
+models/*.pkl
+models/*.joblib
+models/*.h5
+models/*.pt
+models/*.pth
+models/*.onnx
+models/checkpoints/
+
+# Optimization results
+optimization_results/
+optuna_studies/
+*.study
+
+# Profiling
+*.prof
+*.lprof
+profile_stats/
+
+# ============================================================================
+# IDE / EDITORS
+# ============================================================================
+
+# VSCode
+.vscode/
+*.code-workspace
+
+# PyCharm
+.idea/
+*.iml
+*.iws
+*.ipr
+
+# Sublime Text
+*.sublime-project
+*.sublime-workspace
+
+# Vim
+*.swp
+*.swo
+*~
+.vim/
+
+# Emacs
+*~
+\#*\#
+.\#*
+
+# Atom
+.atom/
+
+# ============================================================================
+# OPERATING SYSTEMS
+# ============================================================================
+
+# macOS
+.DS_Store
+.AppleDouble
+.LSOverride
+Icon
+._*
+.DocumentRevisions-V100
+.fseventsd
+.Spotlight-V100
+.TemporaryItems
+.Trashes
+.VolumeIcon.icns
+.com.apple.timemachine.donotpresent
+.AppleDB
+.AppleDesktop
+Network Trash Folder
+Temporary Items
+.apdisk
+
+# Windows
+Thumbs.db
+Thumbs.db:encryptable
+ehthumbs.db
+ehthumbs_vista.db
+*.stackdump
+[Dd]esktop.ini
+$RECYCLE.BIN/
+*.cab
+*.msi
+*.msix
+*.msm
+*.msp
+*.lnk
+
+# Linux
+*~
+.fuse_hidden*
+.directory
+.Trash-*
+.nfs*
+
+# ============================================================================
+# DOCKER
+# ============================================================================
+
+# Docker
+docker-compose.override.yml
+.dockerignore
+
+# ============================================================================
+# MONITORING & METRICS
+# ============================================================================
+
+# Prometheus
+prometheus_data/
+
+# Grafana
+grafana_data/
+
+# InfluxDB
+influxdb_data/
+
+# ============================================================================
+# DEPLOYMENT
+# ============================================================================
+
+# Kubernetes
+*.kubeconfig
+
+# Terraform
+*.tfstate
+*.tfstate.*
+.terraform/
+
+# Ansible
+*.retry
+
+# ============================================================================
+# DOCUMENTATION
+# ============================================================================
+
+# Build artifacts
+docs/build/
+docs/_build/
+docs/.doctrees/
+
+# ============================================================================
+# TESTING
+# ============================================================================
+
+# Test outputs
+test_results/
+test_reports/
+.pytest_cache/
+
+# ============================================================================
+# MISC
+# ============================================================================
+
+# Compressed files
+*.zip
+*.tar.gz
+*.rar
+*.7z
+
+# Large files (use Git LFS if needed)
+*.mp4
+*.mov
+*.avi
+
+# Node modules (if using any JS tools)
+node_modules/
+package-lock.json
+
+# ============================================================================
+# SECURITY
+# ============================================================================
+
+# Never commit these!
+*.env
+*.env.*
+.env.local
+.env.*.local
+secrets.yaml
+credentials.json
+service-account.json
+private-key.pem
+
+# SSH keys
+id_rsa
+id_rsa.pub
+*.pem
+
+# ============================================================================
+# CUSTOM RULES
+# ============================================================================
+
+# Add your custom ignore rules below
+# Example:
+# my_custom_folder/
+# *.custom_extension