基于离散小波变换和一维卷积神经网络的心电自动分类
Automatic ECG classification using discrete wavelet transform and one-dimensional convolutional neural network (2023-12-24, matlab, 0KB, 下载5次)
从随机森林中学习的决策树模型作为毕达哥拉斯树的显示
Display of learned decision tree models from Random Forest as Pythagoras trees (2020-12-17, matlab, 809KB, 下载0次)
使用的数据集是斯坦福大学机器学习课程中使用的样本数据集
the dataset used is the sample dataset used in stanford university machine learning course (2019-01-25, matlab, 2KB, 下载0次)
机器学习-斯坦福大学（Coursera）-关于Logistic回归的练习2
Machine Learning - Stanford University (Coursera) - Exercise 2 on Logistic Regression (2020-04-13, matlab, 45KB, 下载0次)
机器学习逻辑回归ex2斯坦福大学课程Andrew NG
Machine Learning Logistic Regression ex2 University of Stanford Coursera Andrew NG (2017-06-18, matlab, 316KB, 下载0次)
使用KNN和主成分分析维数压缩的MNIST数据上的数字Regonizer
Digit Regonizer on MNIST data using KNN & Principle Component Analysis dimension compression (2014-12-29, matlab, 24645KB, 下载0次)
利用主成分分析将手写数字数据的维数从256降到2，实现了更好的分类率...
use PCA to reduce the dimensionality of hand written digit data from 256 to 2, and achieve better classification rate with 1-Nearest_Neighbor classifier (2012-11-02, matlab, 404KB, 下载0次)
贝叶斯分类的一个例子，以确定进行预测的最佳决策边界。
An example of Bayesian classification to determining the optimal decision boundary to do predictions. (2020-06-10, matlab, 14KB, 下载0次)
机器学习：音乐流派乐队识别-谱图创建和分析。朴素贝叶斯比较...
Machine Learning: Music Genre/Band Identification - Spectrogram Creation & Analysis. Comparison between Naive Bayes, Linear Discriminant Analysis, and Classification/Regression Trees (2019-01-01, matlab, 584KB, 下载0次)
我做了一个小项目，使用贝叶斯推理和最大后验概率估计对手写数字进行分类...
A small project I did to classify handwritten digits using Bayesian Inference and Maximum A Posterior probability estimates. (2013-09-14, matlab, 104KB, 下载0次)
提出了一种用于创建具有受控统计特征的n维分类数据集的合成数据生成方法...
A synthetic data generation for creating n-dimensional classification datasets with controlled statistical features based on n-spheres (2014-07-11, matlab, 1799KB, 下载0次)
贝叶斯非参数多标签分类ACML 2016的源代码
Source code for Bayesian Nonparametric Multi-label Classification ACML 2016 (2019-03-01, matlab, 8557KB, 下载0次)
GPstuff-贝叶斯分析的高斯过程模型
GPstuff - Gaussian process models for Bayesian analysis (2022-12-30, matlab, 12299KB, 下载0次)
机器学习-斯坦福大学关于支持向量机的作业6
Machine Learning - Stanford Assignment 6 on Support Vector Machines (2020-04-14, matlab, 603KB, 下载0次)
基于K均值聚类的彩色图像压缩&基于PCA的人脸图像降维
Compressing a colored image by using K means clustering & Reducing the dimension of face images by PCA (2019-07-10, matlab, 10702KB, 下载0次)
机器学习-斯坦福大学关于K-Means聚类和PCA的作业7
Machine Learning - Stanford University Assignment 7 on K-Means Clustering and PCA (2020-04-14, matlab, 10695KB, 下载0次)
使用K-means聚类算法的图像压缩|使用PCA的降维
Image compression using the K-means clustering algorithm | Dimensionality reduction using PCA (2018-02-21, matlab, 11366KB, 下载2次)
使用粒子群优化对高维数据集进行聚类的K-Means的高级版本，它...
An advanced version of K-Means using Particle swarm optimization for clustering of high dimensional data sets, which converges faster to the optimal solution. (2017-12-11, matlab, 2544KB, 下载0次)
P.Nair和K.N.Chaudhury，“快速高维双边和非局部均值滤波”，IEEE关于...的汇刊...
P. Nair, and K. N. Chaudhury, "Fast High-Dimensional Bilateral and Non-local Means Filtering," , IEEE Transactions on Image Processing, 28(3), pp.1470-1481. (2019-07-05, matlab, 844KB, 下载0次)
一种应用主成分分析降维、k均值算法聚类和分类的分配...
An assignment in which dimension reduction is applied with PCA, clustering with k-means algorithm and classification with Naive Bayes Classifier. Implemented in MATLAB, using the MNIST dataset. (2018-11-10, matlab, 9310KB, 下载0次)