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siyuchen1's Projects

fgt icon fgt

Fast Gauss Transform

g2o icon g2o

g2o: A General Framework for Graph Optimization

gtsam icon gtsam

GTSAM is a library of C++ classes that implement smoothing and mapping (SAM) in robotics and vision, using factor graphs and Bayes networks as the underlying computing paradigm rather than sparse matrices.

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.

keras-rl2 icon keras-rl2

Reinforcement learning with tensorflow 2 keras

latexify_py icon latexify_py

Generates LaTeX math description from Python functions.

ml-road icon ml-road

Machine Learning Resources, Practice and Research

mlresources icon mlresources

Repository for Machine Learning resources, frameworks, and projects. Managed by the DLSU Machine Learning Group.

mrpt icon mrpt

:zap: The Mobile Robot Programming Toolkit (MRPT)

nameof icon nameof

Nameof operator for modern C++, simply obtain the name of a variable, type, function, macro, and enum

nanobind icon nanobind

nanobind: tiny and efficient C++/Python bindings

netron icon netron

Visualizer for neural network, deep learning, and machine learning models

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