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Apply kdb tick architecture #8

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Overview

This PR adds the tick architecture of kdb to our Pair Trading strategy. The Pair Trading strategy utilizes linear regression and a Kalman filter to identify pairs of securities with a statistically significant relationship. By integrating the tick architecture of kdb, we aim to enhance the efficiency and scalability of our strategy, allowing for faster data processing and analysis.

Changes Made

  • Integrated the tick architecture of kdb into the Pair Trading strategy.
  • Modified data ingestion and processing functions to leverage kdb's capabilities.
  • Updated regression analysis and Kalman filter implementation to accommodate kdb's data structures and operations.

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Apply kdb+ Tick Architecture to the Entire Process
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