This repository contains detailed hand derivations of the Kalman Filter (KF) equations. Implements a basic Kalman Filter in python, and using that implementation runs static and interactive tracking ...

This project demonstrates Kalman Filter-based joint-state estimation for a single-link robot arm using Python and PyBullet. The main goal is to estimate the true joint angle and joint velocity from ...

Missiles, robots, and traffic. Nothing to do with quant finance, right? Quants use the Kalman filter to predict future observations of hidden variables. You can use it too-with Python. Without the ...

Senior Data Scientist | GenAI & RAG Expert | Computer Vision & NLP | LLM Fine-Tuning | Python, PyTorch, AWS | 8+ Years at Apple, Walmart, IBM | Open to Senior IC Roles ...

株価のティックデータを使って自動売買システムを開発しています。 そのまま使えなくとも、ティックデータを使ったインディケータ開発のネタになるような手法を生成 AI (Google Search) の助けを借りて集めています。 今回は、Pure Pursuit と Kalman フィルタです。