李志所有歌曲下载地址 Li Zhi all songs download address

A simple Tensorflow based library for deep and/or denoising AutoEncoder.

A cluster framework for 'Clustering by fast search and find of density peaks' in science 2014.

Implementation of Bayesian PCA [Bishop][1999] And Bayesian Kernel PCA

Diploma

Multiple Kernel Least Squares Suport Vector Machine provide classification model.

Pearson product-moment correlation coefficient

Some Metric Implementation in Keras (Such as Pearsons Correlation Coefficient, Mean Relative Error)

Python 3 Implementation of the Pearson Correlation Coefficient

GA_python for multi-parameters optimization

PSO algorithm for multi-parameters optimizaiton

A Random Matrix Approach for Least Squares SVM Analysis

Least Squares Support Vector Regression

Weighted LSSVM for regression

My blogs and code for machine learning. http://cnblogs.com/pinard

Principal Component Analysis (PCA) for unsupervised data compression, Linear Discriminant Analysis (LDA) as a supervised dimensionality reduction technique for maximizing class separability, Nonlin…

This repository contains both Principal Component Analysis (PCA) and Kernel - PCA (KPCA)

Illustrate and code both PCA and KPCA.

A Python implementation of Kernel Principal Component Analysis (KPCA)

Reproduction of the experiments presented in Kernel PCA and De-noising in Feature Spaces, as a project in DD2434 Machine Learning Advance Course during Winter 2016

特征提取/数据降维:PCA、LDA、MDS、LLE、TSNE等降维算法的python实现

Reproduction of the paper Particle swarm optimization with adaptive learning strategy (and Clustering by fast search and find of density peaks).

pyMetaheuristic: A Comprehensive Python Library for Optimization

A research toolkit for particle swarm optimization in Python

TSP算法全复现：遗传(GA)、粒子群(PSO)、模拟退火(SA)、禁忌搜索(ST)、蚁群算法(ACO)、自自组织神经网络(SOM)

Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling sa…

种群算法复现(swarm-algorithm)，包括乌鸦搜索(Crow Search Algorithm, CSA)、樽海鞘群算法(Salp Swarm Algorithm, SSA)、缎蓝园丁鸟优化算法(Satin Bowerbird Optimizer, SBO)、麻雀搜索算法(Sparrow Search Algorithm, SSA)、 狼群搜索算法(2007WPS, 2013WPA…

麻雀搜索算法(Sparrow Search Algorithm, SSA)的python实现

This repository provides a Python3 Library with implementations of the Least-Squares Support Vector Machine (LS-SVM) machine learning model. The Classes are designed to integrate smoothly with the …