Awesome Open Source

Programming Languages

Search results for pca lda

34 search results found

Deeplearning 500 Questions ⭐ 52,013

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

Dimensionality_reduction_alo_codes ⭐ 1,949

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

Multivariatestats.jl ⭐ 359

A Julia package for multivariate statistics and data analysis (e.g. dimension reduction)

Facerecognition ⭐ 190

Implement face recognition using PCA, LDA and LPP

Ccontrol ⭐ 190

Using advanced control techniques in an easy way for embedded - No theory, only practice

经典机器学习算法的极简实现

Tiny_ml ⭐ 137

numpy 实现的周志华《机器学习》书中的算法及其他一些传统机器学习算法

Sklearn Feature Engineering ⭐ 78

使用sklearn做特征工程

Isl Python ⭐ 50

Solutions to labs and excercises from An Introduction to Statistical Learning, as Jupyter Notebooks.

Zanalysis ⭐ 43

zAnalysis是基于Pascal语言编写的大型统计学开源库

A sparsity aware implementation of "Alternating Direction Method of Multipliers for Non-Negative Matrix Factorization with the Beta-Divergence" (ICASSP 2014).

Patternrecognition_matlab ⭐ 39

Feature reduction projections and classifier models are learned by training dataset and applied to classify testing dataset. A few approaches of feature reduction have been compared in this paper: principle component analysis (PCA), linear discriminant analysis (LDA) and their kernel methods (KPCA,KLDA). Correspondingly, a few approaches of classification algorithm are implemented: Support Vector Machine (SVM), Gaussian Quadratic Maximum Likelihood and K-nearest neighbors (KNN) and Gaussian Mixt

machine learning algorithms in Swift

Machinelearningnote ⭐ 37

用python实现机器学习各种经典算法

Machine Learning Models ⭐ 26

In This repository I made some simple to complex methods in machine learning. Here I try to build template style code.

Scutan90 Deeplearning 500 Questions ⭐ 23

Machine Learning Algorithm ⭐ 22

【Numpy 手写实现】SVM 支持向量机 | KNN K近邻 | Kmeans | Logistic Regression 逻辑回归 | Maximum Entropy 最大熵 | Naive Bayes 朴素贝叶斯 | Perception 感知机 | Decision Tree 决策树 | Random Forest 随机森林 | DBDT | GDA 高斯判别分析 | PCA 主成分分析 | LDA 线性判别分析

Machine Learning Python ⭐ 18

code for Cunningham and Ghahramani (2015), Journal of Machine Learning Research

Quick Data Science Experiments 2017 ⭐ 14

Quick-Data-Science-Experiments

Machine Learning ⭐ 12

machine-learning

Default Credit Card Prediction ⭐ 12

Machine Learning Project for predicting Credit Card Defaults

Clustering On The Mnist Data ⭐ 11

Comparisons between KMeans, PCA, LDA, t-SNE on the MNIST dataset

Facerecogition_pca_lda ⭐ 9

Data_processing_and_feature_engineering_in_machine_learning ⭐ 9

This is an attempt to summarize feature engineering methods that I have learned over the course of my graduate school.

Pantip Libr ⭐ 8

📚 Topic sentiment analysis hack project (with scraped Pantip.com threads)

Machine Learning.jl ⭐ 7

Deeplearning500question ⭐ 7

Python Multivariate Data Visualization Tool based on radial axes

Simple Linear Classification ⭐ 5

A python implementation of linear classification algorithm (including Probabilistic Generative Model, Probabilistic Discriminative Model). (See Pattern Recognition and Machine Learning, Bishop)

Facerecognition ⭐ 5

faceRecognition with lbp and sift pca lda

Kernel_pca_lda ⭐ 5

Kernel PCA and Kernel LDA Implementation in Python using RBF Kernel, and using SVM to classify reduced dimensional data

Facerecognition ⭐ 5

Approach at solving the problem of Face Recognition using dimensionality reduction algorithms like PCA and LDA

Statistics_model ⭐ 5

统计学系模型实现

Related Searches

Python Pca (639)

Jupyter Notebook Pca (566)

Python Lda (462)

Jupyter Notebook Lda (318)

Machine Learning Pca (251)

Lda Topic Modeling (177)

1-34 of 34 search results

Privacy | About | Terms | Follow Us On Twitter

Copyright 2018-2024 Awesome Open Source. All rights reserved.