https://github.com/lemniscate-world/stratai
This project analyzes financial assets using a Hidden Markov Model (HMM) to identify different market regimes and patterns. The analysis includes calculating daily returns, rolling volatility, and volume changes, and visualizing the hidden states identified by the HMM.
https://github.com/lemniscate-world/stratai
ai assets data data-science data-visualization finance financial-analysis fintech hmm-model hmmlearn machine-learning trading
Last synced: about 1 month ago
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This project analyzes financial assets using a Hidden Markov Model (HMM) to identify different market regimes and patterns. The analysis includes calculating daily returns, rolling volatility, and volume changes, and visualizing the hidden states identified by the HMM.
- Host: GitHub
- URL: https://github.com/lemniscate-world/stratai
- Owner: Lemniscate-world
- License: mit
- Created: 2025-01-09T11:15:41.000Z (4 months ago)
- Default Branch: main
- Last Pushed: 2025-01-10T13:56:20.000Z (4 months ago)
- Last Synced: 2025-03-23T05:20:24.346Z (about 1 month ago)
- Topics: ai, assets, data, data-science, data-visualization, finance, financial-analysis, fintech, hmm-model, hmmlearn, machine-learning, trading
- Language: HTML
- Homepage:
- Size: 607 KB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# StratAI
