Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.
- cpp
- algorithm
- algorithms-implemented
- data-structures
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A brief computer graphics / rendering course
180+ Algorithm & Data Structure Problems using C++
Embedded Template Library
- c-plus-plus
- embedded-applications
- cpp
- templates
C++ implementation of a fast hash map and hash set using robin hood hashing
- c-plus-plus
- cpp
- hash-map
- data-structures
C++ implementation of a fast and memory efficient HAT-trie
- cpp
- trie
- hat-trie
- data-structures
C++ implementation of a fast hash map and hash set using hopscotch hashing
- cpp
- hash-map
- hash-table
- header-only
C++ hash map and hash set which preserve the order of insertion
- cpp
- hash-map
- hash-table
- data-structures
A C++ implementation of timsort
- sort
- c-plus-plus
- sorting
- algorithm
C++ Bitmap Library https://www.partow.net/programming/bitmap/index.html
- bitmap
- c-plus-plus
- graphics
- color-mapping
A fast and flexible c++ template class for tree data structures
- c-plus-plus
- tree
- stl
- data-structure
Support vector machines (SVMs) and related kernel-based learning algorithms are a well-known class of machine learning algorithms, for non-parametric classification and regression. liquidSVM is an implementation of SVMs whose key features are: fully integrated hyper-parameter selection, extreme speed on both small and large data sets, full flexibility for experts, and inclusion of a variety of different learning scenarios: multi-class classification, ROC, and Neyman-Pearson learning, and least-squares, quantile, and expectile regression.
- svm
- regression
- classification
- machine-learning