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pca

Here are 2,331 public repositories matching this topic...

apachecn / ailearning

AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2

Updated Nov 30, 2023
Python

h2oai / h2o-3

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

Updated Dec 13, 2023
Jupyter Notebook

susanli2016 / Machine-Learning-with-Python

Python code for common Machine Learning Algorithms

random-forest svm linear-regression naive-bayes-classifier pca logistic-regression decision-trees lda polynomial-regression kmeans-clustering hierarchical-clustering svr knn-classification xgboost-algorithm

Updated Oct 5, 2023
Jupyter Notebook

Visualize-ML / Book5_Essentials-of-Probability-and-Statistics

Book_5_《统计至简》 | 鸢尾花书：从加减乘除到机器学习；上架！

machine-learning statistics regression pca multivariate-statistics

Updated Dec 10, 2023
Jupyter Notebook

prince

MaxHalford / prince

👑 Multivariate exploratory data analysis in Python — PCA, CA, MCA, MFA, FAMD, GPA

python scikit-learn pandas pca mca mfa svd procrustes factor-analysis principal-component-analysis ca correspondence-analysis multiple-factor-analysis multiple-correspondence-analysis famd

Updated Dec 5, 2023
Python

kzampog / cilantro

A lean C++ library for working with point cloud data

Updated Aug 15, 2023
C++

h2oai / h2o4gpu

H2Oai GPU Edition

python c-plus-plus machine-learning r cpu gpu cuda lasso pca rstats glm svd elastic-net

Updated May 17, 2021
Python

thu-ml / ares

A Python library for adversarial machine learning focusing on benchmarking adversarial robustness.

nes pca bim benchmark-framework evolutionary spsa boundary adversarial-machine-learning distillation fgsm adversarial-attacks deepfool adversarial-robustness mi-fgsm mmlda hgd

Updated Oct 15, 2023
Python

parameters

easystats / parameters

📊 Computation and processing of models' parameters

Updated Dec 11, 2023
R

JuliaStats / MultivariateStats.jl

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

statistics julia linear-regression regression pca dimensionality-reduction cca mds lda ridge-regression ols-regression isotonic-regression multivariate-statistics ica

Updated Oct 29, 2023
Julia

jmartinezheras / 2018-MachineLearning-Lectures-ESA

Machine Learning Lectures at the European Space Agency (ESA) in 2018

machine-learning text-mining lectures deep-learning neural-network random-forest clustering linear-regression pca topic-modeling machinelearning tf-idf decision-trees support-vector-machines lecture-videos lecture-material lecture-slides anomaly-detection

Updated Sep 18, 2023
Jupyter Notebook

Albertsr / Anomaly-Detection

UnSupervised and Semi-Supervise Anomaly Detection / IsolationForest / KernelPCA Detection / ADOA / etc.

data-mining pca-analysis pca semi-supervised-learning principal-component-analysis intrusion-detection-system lof anomaly-detection isolation-forest mahalanobis-distance kernel-pca pulearning

Updated Feb 18, 2021
Python

erdogant / pca

pca: A Python Package for Principal Component Analysis.

pca outliers principal-component-analysis biplot 3d-plot explained-variance hotelling-t2

Updated Aug 25, 2023
Jupyter Notebook

a-martyn / ISL-python

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

bootstrap machine-learning random-forest linear-regression statistical-learning supervised-learning pca logistic-regression boosting-algorithms lda islr bagging

Updated Jul 12, 2019
Jupyter Notebook

wihoho / FaceRecognition

Implement face recognition using PCA, LDA and LPP

java pca face-recognition lda eigenfaces fisherfaces lpp

Updated Nov 3, 2018
Java

allentran / pca-magic

PCA that iteratively replaces missing data

python data-science machine-learning pca

Updated Sep 26, 2023
Python

steliosploumpis / Universal_Head_3DMM

This is a Project Page of 'Towards a complete 3D morphable model of the human head'

universal regression registration face pca head gaussian-processes uhm eye 3dmm morphable universal-head-model complete-head-model head-shapes eye-model ear-model ear-shape

Updated Aug 11, 2022

snrazavi / Machine_Learning_2018

Codes and Project for Machine Learning Course, Fall 2018, University of Tabriz

python machine-learning clustering linear-regression regression neural-networks supervised-learning pca classification dimensionality-reduction logistic-regression recommender-system gradient-descent support-vector-machines backpropagation anomaly-detection unsupervised-machine-learning

Updated Sep 16, 2021
Jupyter Notebook

moon-hotel / MachineLearningWithMe

A repository contains more than 12 common statistical machine learning algorithm implementations. 常见机器学习算法原理与实现

python machine-learning clustering svm naive-bayes machine-learning-algorithms kd-tree pca self-training gbdt ensemble-learning cart adaboost hca knn decision-tree-classifier svm-classifier hierarchical-clustering dbscan-clustering

Updated Nov 27, 2023
Python

DanielMartensson / CControl

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

c machine-learning embedded-systems pca machinelearning control-systems lapack lda optimal-control mkl systemidentification math-kernel-library

Updated Dec 9, 2023
C

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