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Translated📚 This repository is a summary of the basic knowledge of recruiting job seekers and beginners in the direction of C/C++ technology, including language, program library, data structure, algorithm, system, network, link loading library, interview experience, recruitment, recommendation, etc.

C++ template library for high performance SIMD based sorting algorithms

  • argsort
  • avx2
  • avx512
  • quickselect

Header-Only C++ Library for Graph Representation and Algorithms

  • search-algorithm
  • dijkstra-algorithm
  • graph
  • graph-algorithms

A c++ toolbox of locality-sensitive hashing (LSH), provides several popular LSH algorithms, also support python and matlab.

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.