initialize project structure

.gitignore

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+# Python
+__pycache__/
+*.py[cod]
+*$py.class
+*.so
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+
+# Virtual Environment
+.venv/
+venv/
+ENV/
+env/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+*.ipynb_checkpoints/
+
+# Data files (keep structure, ignore large files)
+data/raw/*.csv
+data/processed/*.csv
+data/raw/*.parquet
+data/processed/*.parquet
+hull-tactical-market-prediction/
+
+# Model files
+models/*.pkl
+models/*.h5
+models/*.pt
+models/*.pth
+models/*.joblib
+
+# Outputs
+outputs/*.png
+outputs/*.jpg
+outputs/*.csv
+outputs/*.html
+
+# IDE
+.vscode/
+.idea/
+*.swp
+*.swo
+*~
+
+# OS
+.DS_Store
+Thumbs.db
+
+# Logs
+*.log

.python-version

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+3.13

data/.gitkeep

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+# This file ensures the data directory is tracked by git

main.py

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+def main():
+    print("Hello from market-prediction!")
+
+
+if __name__ == "__main__":
+    main()

models/.gitkeep

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+# This file ensures the models directory is tracked by git

outputs/.gitkeep

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+# This file ensures the outputs directory is tracked by git

pyproject.toml

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+[project]
+name = "market-prediction"
+version = "0.1.0"
+description = "Add your description here"
+readme = "README.md"
+requires-python = ">=3.13"
+dependencies = [
+    "ipykernel>=7.1.0",
+    "jupyter>=1.1.1",
+    "lightgbm>=4.6.0",
+    "matplotlib>=3.10.7",
+    "numpy>=2.3.4",
+    "pandas>=2.3.3",
+    "plotly>=6.4.0",
+    "scikit-learn>=1.7.2",
+    "seaborn>=0.13.2",
+    "xgboost>=3.1.1",
+]

src/__init__.py

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+"""Market prediction package."""