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Xiongming Dai's Projects

primer icon primer

Source code of C++ Primer 4th ed

prml icon prml

PRML algorithms implemented in Python

prmlt icon prmlt

Matlab code for machine learning algorithms in book PRML

processing_ccd_ik icon processing_ccd_ik

A Processing program which uses the Cyclic Coordinate Descent algorithm to calculate Inverse Kinematics for a bone structure

programming_guidelines icon programming_guidelines

This repository contains style-guides, discussions, eclipse/emacs auto-formatter for commonly used programming languages

python-cookbook icon python-cookbook

Code samples from the "Python Cookbook, 3rd Edition", published by O'Reilly & Associates, May, 2013.

rbf icon rbf

Python package containing the tools necessary for radial basis function (RBF) applications

rgbd-slam-tutor2 icon rgbd-slam-tutor2

The second version of RGBD SLAM tutorial. We will discuss more about pnp, tracking, multi-thread and loop closure methods. Please refer to my blog for details: www.cnblogs.com/gaoxiang12 .

segment icon segment

Fast segmentation of object from background given approximate object bounding box

slam icon slam

some notes related to SLAM learning

soil icon soil

Simple OpenGL Image Library

spearmint icon spearmint

Spearmint is a package to perform Bayesian optimization according to the algorithms outlined in the paper: Practical Bayesian Optimization of Machine Learning Algorithms. Jasper Snoek, Hugo Larochelle and Ryan P. Adams. Advances in Neural Information Processing Systems, 2012

srba icon srba

C++ framework for relative SLAM: Sparser Relative Bundle Adjustment (SRBA)

ssba icon ssba

Sparse Levenberg-Marquardt based non-linear least squares optimizer and bundle adjustment implementation

ssvn icon ssvn

A stochastic Stein variational Newton method

statorial icon statorial

Tutorials for implementing statistical algorithms

stereo icon stereo

Estimate a depth map from two or more images

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