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ronaldpan's Projects

advancedoptml icon advancedoptml

CS 7301: Spring 2021 Course on Advanced Topics in Optimization in Machine Learning

assignjudge icon assignjudge

能够自动批改java、c程序作业的java程序

collatz icon collatz

A Proof of Collatz Conjecture in Binary

ece490 icon ece490

Repo to collaborate within for UIUC's ECE490, Spring 2023

intrinsic3d icon intrinsic3d

Intrinsic3D - High-Quality 3D Reconstruction by Joint Appearance and Geometry Optimization with Spatially-Varying Lighting (ICCV 2017)

jointtg icon jointtg

The implementation of "Joint Texture and Geometry Optimization for RGB-D Reconstruction (CVPR2020)"

kalman-and-bayesian-filters-in-python icon kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

machine_learning_refined icon machine_learning_refined

Notes, examples, and Python demos for the textbook "Machine Learning Refined" (published by Cambridge University Press).

optimization-notes icon optimization-notes

《最优化导论》第1 2 3 4 5 6 7 8 9 10 11 13 20 21 22 23章LaTeX公式笔记

optml_course icon optml_course

EPFL Course - Optimization for Machine Learning - CS-439

rgbd-vio icon rgbd-vio

A RGBD camera-based visual inertial odometry

rgbd_tm icon rgbd_tm

Robust Texture Mapping using RGB-D Cameras

swiftocr icon swiftocr

Fast and simple OCR library written in Swift

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