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python-notebook

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Python notebooks for my graduate class on Detection, Estimation, and Learning. Intended for in-class demonstration. Notebooks illustrate a variety of concepts, from hypothesis testing to estimation to image denoising to Kalman filtering. Feel free to use or modify for your instruction or self-study.

  • Updated Apr 23, 2018
  • Jupyter Notebook

𝐖𝐞𝐥𝐜𝐨𝐦𝐞 𝐭𝐨 𝐚 𝐭𝐨𝐮𝐫 𝐨𝐟 𝐌𝐚𝐜𝐡𝐢𝐧𝐞 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠. 𝐏𝐲𝐭𝐡𝐨𝐧 𝐚𝐬𝐬𝐢𝐠𝐧𝐦𝐞𝐧𝐭𝐬 𝐟𝐨𝐫 𝐭𝐡𝐞 𝐦𝐚𝐜𝐡𝐢𝐧𝐞 𝐥𝐞𝐚𝐫𝐧𝐢𝐧𝐠 𝐜𝐥𝐚𝐬𝐬 𝐛𝐲 𝐚𝐧𝐝𝐫𝐞𝐰 𝐧𝐠 𝐨𝐧 𝐜𝐨𝐮𝐫𝐬𝐞𝐫𝐚.

  • Updated Apr 27, 2020
  • Jupyter Notebook

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