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The Top 549 Pca Open Source Projects on Github

Ailearning ⭐ 31,087
AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP
H2o 3 ⭐ 5,633
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.
Machine Learning With Python ⭐ 3,189
Python code for common Machine Learning Algorithms
Prince ⭐ 726
👑 Python factor analysis library (PCA, CA, MCA, MFA, FAMD)
Cilantro ⭐ 655
A lean C++ library for working with point cloud data
H2o4gpu ⭐ 421
H2Oai GPU Edition
2018 Machinelearning Lectures Esa ⭐ 270
Machine Learning Lectures at the European Space Agency (ESA) in 2018
Parameters ⭐ 257
📊 Computation and processing of models' parameters
Ares ⭐ 245
A Python library for adversarial machine learning focusing on benchmarking adversarial robustness.
Facerecognition ⭐ 190
Implement face recognition using PCA, LDA and LPP
Pca Magic ⭐ 175
PCA that iteratively replaces missing data
Ml Course ⭐ 159
Starter code of Prof. Andrew Ng's machine learning MOOC in R statistical language
Machine_learning_2018 ⭐ 146
Codes and Project for Machine Learning Course, Fall 2018, University of Tabriz
Machine Learning In R ⭐ 144
Workshop (6 hours): preprocessing, cross-validation, lasso, decision trees, random forest, xgboost, superlearner ensembles
Miscellaneous R Code ⭐ 140
Code that might be useful to others for learning/demonstration purposes, specifically along the lines of modeling and various algorithms. Now almost entirely superseded by the models-by-example repo.
Svm Classification Localization ⭐ 121
HoG, PCA, PSO, Hard Negative Mining, Sliding Window, Edge Boxes, NMS
Universal_head_3dmm ⭐ 106
This is a Project Page of 'Towards a complete 3D morphable model of the human head'
Tidybulk ⭐ 105
Brings transcriptomics to the tidyverse
Msmbuilder ⭐ 102
🏗 Statistical models for biomolecular dynamics 🏗
Vizuka ⭐ 100
Explore high-dimensional datasets and how your algo handles specific regions.
Anomaly Detection ⭐ 99
UnSupervised and Semi-Supervise Anomaly Detection / IsolationForest / KernelPCA Detection / ADOA / etc.
Pca ⭐ 96
pca is a python package to perform Principal Component Analysis and to create insightful plots.
Irlba ⭐ 96
Fast truncated singular value decompositions
Ristretto ⭐ 94
Randomized Dimension Reduction Library
Ml ⭐ 84
经典机器学习算法的极简实现
Visualml ⭐ 80
Interactive Visual Machine Learning Demos.
Rsvd ⭐ 76
Randomized Matrix Decompositions using R
Half Size ⭐ 72
Effective Dimensionality Reduction for Word Embeddings.
Curriculum ⭐ 71
a repository for my curriculum project
Ml_code ⭐ 66
A repository for recording the machine learning code
Mnist Challenge ⭐ 64
My solution to TUM's Machine Learning MNIST challenge 2016-2017 [winner]
Covid19 Literature Clustering ⭐ 63
An approach to document exploration using Machine Learning. Let's cluster similar research articles together to make it easier for health professionals and researchers to find relevant research articles.
Snprelate ⭐ 63
R package: parallel computing toolset for relatedness and principal component analysis of SNP data (Development Version)
Tidyseurat ⭐ 63
Seurat meets tidyverse. The best of both worlds.
Druidjs ⭐ 52
A JavaScript Library for Dimensionality Reduction
Vip ⭐ 52
VIP is a python package/library for angular, reference star and spectral differential imaging for exoplanet/disk detection through high-contrast imaging.
Isl Python ⭐ 50
Solutions to labs and excercises from An Introduction to Statistical Learning, as Jupyter Notebooks.
Classifiertoolbox ⭐ 47
A MATLAB toolbox for classifier: Version 1.0.7
Faiss Ruby ⭐ 44
Efficient similarity search and clustering for Ruby
Gsnet ⭐ 43
Official code of ECCV 2020 paper "GSNet: Joint Vehicle Pose and Shape Reconstruction with Geometrical and Scene-aware Supervision". GSNet performs joint vehicle pose estimation and vehicle shape reconstruction with single RGB image as input.
Zanalysis ⭐ 43
zAnalysis是基于Pascal语言编写的大型统计学开源库
Satellite_imagery_analysis ⭐ 42
Implementation of Machine Learning and Deep Learning techniques to find insights from the satellite data.
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 Mixture Model(GMM).
Deepvis ⭐ 38
machine learning algorithms in Swift
Dimensionality Reduction And Classification On Hyperspectral Images Using Python ⭐ 36
In this repository, You can find the files which implement dimensionality reduction on the hyperspectral image(Indian Pines) with classification.
Nmfadmm ⭐ 36
A sparsity aware implementation of "Alternating Direction Method of Multipliers for Non-Negative Matrix Factorization with the Beta-Divergence" (ICASSP 2014).
Plnmodels ⭐ 36
A collection of Poisson lognormal models for multivariate count data analysis
Music Clustering ⭐ 35
K-Means Clustering and PCA to categorize music by similar audio features
Playing_with_vae ⭐ 34
Comparing FC VAE / FCN VAE / PCA / UMAP on MNIST / FMNIST
Spca ⭐ 33
Sparse Principal Component Analysis (SPCA) using Variable Projection
Gift ⭐ 31
Group ICA/IVA software (MATLAB)
Combining3dmorphablemodels ⭐ 29
Project Page of Combining 3D Morphable Models: A Large scale Face-and-Head Model - [CVPR 2019]
Hrtf Individualization ⭐ 28
Head-related Transfer Function Customization Process through Slider using PCA and SH in Matlab
Anna_anki_neuronal_appendix ⭐ 28
using machine learning on anki collection for: enhanced scheduling, semantic plotting, semantic clustering, searching by semantic similarity
Palmnet ⭐ 28
Source code for the 2019 IEEE TIFS paper "PalmNet: Gabor-PCA Convolutional Networks for Touchless Palmprint Recognition"
Ml Simulations ⭐ 28
Animated Visualizations of Popular Machine Learning Algorithms
Federated_pca ⭐ 27
Federated Principal Component Analysis Revisited!
Zeta Learn ⭐ 27
zeta-lean: minimalistic python machine learning library built on top of numpy and matplotlib
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.
Ocr Machine Learning ⭐ 25
OCR Machine Learning in python
Relight ⭐ 24
A RTI library for creating and visualizing Reflectance Transformation Imaging
Osm Data Classification ⭐ 24
OpenStreetMap Data Classification
Statslibrary ⭐ 24
统计分析课程实验作业/包含《统计分析方法》中因子分析，主成分分析，Kmeans聚类等典型算法的手写实现
100daysofmlcode ⭐ 23
Pca ⭐ 22
Principal component analysis (PCA) in Ruby
Pcaworkshop ⭐ 22
An introduction to matrix factorization and PCA and SVD.
Nids Intrusion Detection ⭐ 22
Simple Implementation of Network Intrusion Detection System. KddCup'99 Data set is used for this project. kdd_cup_10_percent is used for training test. correct set is used for test. PCA is used for dimension reduction. SVM and KNN supervised algorithms are the classification algorithms of project. Accuracy : %83.5 For SVM , %80 For KNN
Data Science Learning ⭐ 21
📊 All of courses, assignments, exercises, mini-projects and books that I've done so far in the process of learning by myself Machine Learning and Data Science.
Machine Failure Detection ⭐ 21
PCA and DBSCAN based anomaly and outlier detection method for time series data.
Changedetectionpcakmeans ⭐ 20
MATLAB implementation for "Unsupervised Change Detection in Satellite Images Using Principal Component Analysis and k-Means Clustering".
Cshl Singlecell 2017 ⭐ 20
Single Cell Analysis course at Cold Spring Harbor Laboratory 2017
Grassmann Averages Pca ⭐ 19
Robust and scalable PCA using Grassmann averages, in C++ with Matlab bindings
Models By Example ⭐ 19
By-hand code for models and algorithms. An update to the 'Miscellaneous-R-Code' repo.
Fun With Mnist ⭐ 18
Playing with MNIST. Machine Learning. Generative Models.
Supervised Random Projections ⭐ 18
Python implementation of supervised PCA, supervised random projections, and their kernel counterparts.
Bioc_2020_tidytranscriptomics ⭐ 18
Workshop on tidytranscriptomics: Performing tidy transcriptomics analyses with tidybulk, tidyverse and tidyheatmap
Moses ⭐ 17
Streaming, Memory-Limited, r-truncated SVD Revisited!
Nanny ⭐ 17
A tidyverse suite for (pre-) machine-learning: cluster, PCA, permute, impute, rotate, redundancy, triangular, smart-subset, abundant and variable features.
Asap ⭐ 17
ASAP : Automated Single-cell Analysis Pipeline
Machinelearning ⭐ 17
Implementations of machine learning algorithm by Python 3
Fscnmf ⭐ 17
An implementation of "Fusing Structure and Content via Non-negative Matrix Factorization for Embedding Information Networks".
Motionlib ⭐ 16
quaternion, euler angle, interpolation, cubic bezier, cubic spline, PCA, etc.
Projector ⭐ 16
Project Dense Vectors Text Representation on 2D Plan
Loss Landscape Anim ⭐ 16
Create animations for the optimization trajectory of neural nets
Ezfaces ⭐ 15
Python package that implements Eigenfaces (face recognition) from scratch. It supports interaction with the webcam.
Dropclust ⭐ 15
Version 2.1.0 released
Digital Image Processing Algorithms ⭐ 15
SJTU CS386 Digital Image Processing
Lin Im2im ⭐ 15
Linear image-to-image translation
Omicspls ⭐ 14
R package for High dimensional data analysis and integration with O2PLS!
Machinelearning ⭐ 14
โค้ดประกอบเนื้อหา Python Machine Learning เบื้องต้น [2020]
Xmca ⭐ 14
Maximum Covariance Analysis in Python
Quick Data Science Experiments 2017 ⭐ 14
Quick-Data-Science-Experiments
Loan Prediction Dataset ⭐ 13
Pychemometrics ⭐ 13
pyChemometrics - Objects for multivariate analysis of chemometric and metabonomic datasets
Audio_cat_dog_classification ⭐ 12
Classification of WAV files from cats and dogs
Fusionnet ⭐ 12
Source code for the 2019 IEEE CIVEMSA paper "Touchless palmprint and finger texture recognition: A Deep Learning fusion approach"
Spatpca ⭐ 12
Regularized Principal Component Analysis for Spatial Data
Facerecognitionusing Pca 2d Pca And 2d Square Pca ⭐ 12
Implementation of PCA/2D-PCA/2D(Square)-PCA in Python for recognizing Faces: 1. Single Person Image 2. Group Image 3. Recognize Face In Video
Ml Image Denoising ⭐ 12
Image denoising using PCA, NMF, K-SVD, Spectral decomposition, CNN and state of the art generative adversarial denoising autoencoder
Pokedex ⭐ 11
A Pokémon Image Classifier using EigenFaces and ConvNet.
1-100 of 549 projects

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