Add CryptoQuant client and regime detection analysis
- Introduced `CryptoQuantClient` for fetching data from the CryptoQuant API. - Added `regime_detection.py` for advanced regime detection analysis using machine learning. - Updated dependencies in `pyproject.toml` and `uv.lock` to include `scikit-learn`, `matplotlib`, `plotly`, `requests`, and `python-dotenv`. - Enhanced `.gitignore` to exclude `regime_results.html` and CSV files. - Created an interactive HTML plot for regime detection results and saved it as `regime_results.html`.
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.gitignore
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@@ -169,4 +169,5 @@ cython_debug/
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#.idea/
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./logs/
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*.csv
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*.csv
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research/regime_results.html
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