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p_medians

pmediantabusearch

A Tabu Search metaheuristic implemented in Python for the P-Median Problem

poisson-disc

A python implementation of the poisson disc sampling method described here: http://www.cs.ubc.ca/~rbridson/docs/bridson-siggraph07-poissondisk.pdf

practical_dl

DL course co-developed by YSDA, HSE and Skoltech

practical_rl

A course in reinforcement learning in the wild

product_detection

Working with scale: 2nd place solution to Product Detection in Densely Packed Scenes

py-ga-vrptw

A Python Implementation of a Genetic Algorithm-based Solution to Vehicle Routing Problem with Movement Synchronization

py-gsvhn-digitstruct-reader

Python library to read the Google Street View House Number data (digitStruct.mat)

py_geo_voronoi

This python library takes in geo coordinates and creates a voronoi lattice.

pyfm

Factorization machines in python

pymoo

NSGA2, NSGA3, R-NSGA3, MOEAD, GA, DE,

python-astar

simple implementation of the a-star algorithm in python

python-modularity-maximization

Python implementation of Newman's spectral methods to maximize modularity.

pytsp

TSP algorithms and graph support utilities

qopt

Quantum-inspired evolutionary algorithms for Optimization problems

quantumevolutionaryalgorithms

Experimenting between evolutionary and quantum evolutionary algorithms

quantumga

A C++ program to both simulate a quantum computer and use parallel evolutionary techniques to design algorithms for it.

quantumga-knapsack

This project is the 'Python' version of Classic Quantum Evolutionary Algorithm (QEA) which finds a solution for "Knapsack" problem.

remake-detection

2019年大创项目和2019年新苗人才计划项目，针对翻拍的图片进行检测与识别，主要使用lbp算法，前期准确率在80.08%左右，后不断扩大优化图片数据库，准确率提升到97.4%结题。

shape_based_matching

try to implement halcon shape based matching, refer to machine vision algorithms and applications, page 317 3.11.5, written by halcon engineers

sixd_toolkit

Python scripts to facilitate participation in the SIXD Challenge.

sklearn-deap

Use evolutionary algorithms instead of gridsearch in scikit-learn

som

Pytorch implementation of a Self-Organizing Map

som-in-python

Simple Kohonen's self-organizing mapping implemented in Python

som-tsp

Solving the Traveling Salesman Problem using Self-Organizing Maps

somber

Recursive Self-Organizing Map/Neural Gas.

sompy

A Python Library for Self Organizing Map (SOM)

sompy-1

numpy based SOM Library

spanning_tree

A reference implementation of algorithms for distributions over spanning trees.

spo_extract_platform

本项目是利用深度学习技术来构建知识图谱方向上的一次尝试，作为开放领域的关系抽取，算是笔者的一次创新，目前在这方面的文章和项目都很少。