Awesome Open Source
Awesome Open Source
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Applications 📦 192
Artificial Intelligence 📦 78
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Collaboration 📦 32
Command Line Interface 📦 49
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Companies 📦 60
Compilers 📦 63
Computer Science 📦 80
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The Top 34 Pca Open Source Projects

Ailearning ⭐ 30,512
AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP
H2o 3 ⭐ 5,456
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 ⭐ 3,107
Python code for common Machine Learning Algorithms
Prince ⭐ 666
👑 Python factor analysis library (PCA, CA, MCA, MFA, FAMD)
Cilantro ⭐ 622
A lean C++ library for working with point cloud data
H2o4gpu ⭐ 423
H2Oai GPU Edition
2018 Machinelearning Lectures Esa ⭐ 287
Machine Learning Lectures at the European Space Agency (ESA) in 2018
Ares ⭐ 228
A Python library for adversarial machine learning focusing on benchmarking adversarial robustness.
Facerecognition ⭐ 208
Implement face recognition using PCA, LDA and LPP
Parameters ⭐ 208
📊 Computation and processing of models' parameters
Pca Magic ⭐ 186
PCA that iteratively replaces missing data
Ml Course ⭐ 160
Starter code of Prof. Andrew Ng's machine learning MOOC in R statistical language
Machine Learning In R ⭐ 159
Workshop (6 hours): preprocessing, cross-validation, lasso, decision trees, random forest, xgboost, superlearner ensembles
Miscellaneous R Code ⭐ 156
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 Now almost entirely superseded by the models-by-example repo.
Machine_learning_2018 ⭐ 139
Codes and Project for Machine Learning Course, Fall 2018, University of Tabriz
Svm Classification Localization ⭐ 138
HoG, PCA, PSO, Hard Negative Mining, Sliding Window, Edge Boxes, NMS
Isl Python ⭐ 126
Solutions to labs and excercises from An Introduction to Statistical Learning, as Jupyter Notebooks.
Msmbuilder ⭐ 121
🏗 Statistical models for biomolecular dynamics 🏗
Tidybulk ⭐ 102
Brings transcriptomics to the tidyverse
Vizuka ⭐ 100
Explore high-dimensional datasets and how your algo handles specific regions.
Ristretto ⭐ 99
Randomized Dimension Reduction Library
Half Size ⭐ 94
Code for "Effective Dimensionality Reduction for Word Embeddings".
Ml_code ⭐ 86
A repository for recording the machine learning code
Curriculum ⭐ 72
a repository for my curriculum project
Satellite_imagery_analysis ⭐ 71
Implementation of Machine Learning and Deep Learning techniques to find insights from the satellite data.
Druidjs ⭐ 52
A JavaScript Library for Dimensionality Reduction
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).
Plnmodels ⭐ 35
A collection of Poisson lognormal models for multivariate count data analysis
Machine Failure Detection ⭐ 33
PCA and DBSCAN based anomaly and outlier detection method for time series data.
Palmnet ⭐ 28
Source code for the 2019 IEEE TIFS paper "PalmNet: Gabor-PCA Convolutional Networks for Touchless Palmprint Recognition"
Digital Image Processing Algorithms ⭐ 22
SJTU CS386 Digital Image Processing
Nanny ⭐ 21
A tidyverse suite for (pre-) machine-learning: cluster, PCA, permute, impute, rotate, redundancy, triangular, smart-subset, abundant and variable features.
Loan Prediction Dataset ⭐ 13
Robustpca ⭐ 10
Robust Orthonormal Subspace Learning in Python
1-34 of 34 projects
Advertising 📦 10
All Projects
Application Programming Interfaces 📦 124
Applications 📦 192
Artificial Intelligence 📦 78
Blockchain 📦 73
Build Tools 📦 113
Cloud Computing 📦 80
Code Quality 📦 28
Collaboration 📦 32
Command Line Interface 📦 49
Community 📦 83
Companies 📦 60
Compilers 📦 63
Computer Science 📦 80
Configuration Management 📦 42
Content Management 📦 175
Control Flow 📦 213
Data Formats 📦 78
Data Processing 📦 276
Data Storage 📦 135
Economics 📦 64
Frameworks 📦 215
Games 📦 129
Graphics 📦 110
Hardware 📦 152
Integrated Development Environments 📦 49
Learning Resources 📦 166
Legal 📦 29
Libraries 📦 129
Lists Of Projects 📦 22
Machine Learning 📦 347
Mapping 📦 64
Marketing 📦 15
Mathematics 📦 55
Media 📦 239
Messaging 📦 98
Networking 📦 315
Operating Systems 📦 89
Operations 📦 121
Package Managers 📦 55
Programming Languages 📦 245
Runtime Environments 📦 100
Science 📦 42
Security 📦 396
Social Media 📦 27
Software Architecture 📦 72
Software Development 📦 72
Software Performance 📦 58
Software Quality 📦 133
Text Editors 📦 49
Text Processing 📦 136
User Interface 📦 330
User Interface Components 📦 514
Version Control 📦 30
Virtualization 📦 71
Web Browsers 📦 42
Web Servers 📦 26
Web User Interface 📦 210