GitHub topics: principle-component-analysis
cloudera/CML_AMP_Anomaly_Detection
Apply modern, deep learning techniques for anomaly detection to identify network intrusions.
Language: Python - Size: 8.39 MB - Last synced at: 6 days ago - Pushed at: 7 months ago - Stars: 49 - Forks: 18

Maya-Yagan/ML-suicide-rate-forecasting
Predict suicide rates using nine ML regression models, GA‑based feature selection, and PCA on public and custom datasets.
Language: Jupyter Notebook - Size: 25.8 MB - Last synced at: 19 days ago - Pushed at: about 2 months ago - Stars: 2 - Forks: 0

Rohan3122k/Superconductor-Critical-Temperature-Prediction
This project applies machine learning to predict superconductor critical temperatures, achieving 91.81% accuracy with Random Forest, accelerating material discovery for energy, healthcare, and computing.
Size: 1.25 MB - Last synced at: 28 days ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

cglamb/Modeling
Modeling Portfolio (Python based)
Language: Jupyter Notebook - Size: 3.62 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

krichelj/ML_BGU_2020
Machine Learning and Analysis of Big Data course, Computer Science M.Sc., Ben Gurion University of the Negev, 2020
Language: MATLAB - Size: 1.21 MB - Last synced at: 4 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

JoshDavid/KokoStats
Toolkit for Data Science & Statistics
Language: APL - Size: 108 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 5 - Forks: 1

NovembreLab/eems-around-the-world
Repo to analyze population genetic data with many different methods
Language: R - Size: 9.92 MB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 14 - Forks: 8

Rishab0701/Artificial-Intelligence-with-Real-Time-Projects-and-Mini-Project-
All the projects and mini project on AI and ML I am going to do in my first year of college is going to be uploaded in here
Language: Jupyter Notebook - Size: 32 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

wildoctopus/heart-disease-detection
Heart disease detection using different classifiers and neural network with feature engineering.
Language: Python - Size: 33.2 KB - Last synced at: 2 months ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 1

ok3-8/material-ui-core
:cherries: Giving some examples with the core codes, and details the design and development of the Material UI.
Size: 1000 Bytes - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 1 - Forks: 0

ok3-8/element-ui-devdocs-core
:grapes: Element UI for React DevDocs, while Introducing the method's principle and workflow.
Size: 1000 Bytes - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 1 - Forks: 0

sudarshan-koirala/Dimensionality-Reduction
Using Principal Component Analysis (PCA) and Linear Discriminant Analysis (LDA) on same dataset and analyzing the best one
Language: Python - Size: 13.7 KB - Last synced at: about 1 year ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

hmtalha786/Wine-Quality-Prediction
Implementation of PCA with KNN Clustering
Language: Jupyter Notebook - Size: 4.88 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

phantringuyen/PCA
a PCA project demonstrated on the Iris dataset
Language: Jupyter Notebook - Size: 1.59 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

ksonod/pca-auto-white-balance
RGB data processing pipeline including auto-white-balance based on principle component analysis.
Language: Python - Size: 17.5 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

Carol-seven/PCAperm
Permutation Test for Principal Components Analysis
Language: R - Size: 3.88 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

ChinmayKhasnis7/pca-clustering
PCA and Clustering
Language: Jupyter Notebook - Size: 813 KB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

kurtcms/standford-machine-learning
Machine learning problem sets from Stanford University's Machine Learning course on Coursera
Language: MATLAB - Size: 26 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

sreeharshabandi/ALVCD
Automatic License verification and Convict detection.
Language: C# - Size: 7.43 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

Ayantika22/PCA-Iris-Clustering-Visualization
Principle Component Analysis Clustering Visualization for Iris dataset
Language: Jupyter Notebook - Size: 39.1 KB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 0

Ayantika22/PCA-Principle-Component-Analysis-For-Seed-Dataset
PCA(Principle Component Analysis) For Seed Dataset in Machine Learning
Language: Jupyter Notebook - Size: 70.3 KB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 5 - Forks: 3

ksonod/Machine_Learning_Coursera_pythonversion
Python version of exercises in the Coursera course of Machine Learning provided by Stanford University (https://www.coursera.org/learn/machine-learning)
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iqbalhanif/Biplot
Example of Biplot Graph using R
Language: Jupyter Notebook - Size: 513 KB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

nmathias0121/ml-model-algorithms
import datasets, perform exploratory data analysis, scaling & different models such as linear or logistic regression, decision trees, random forests, K means, support vectors etc.
Language: Python - Size: 47.9 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

sayarghoshroy/Image-Classification-Formulations
Insights and Analysis - Using Various Deep Learning Architectures on Image Classification Datasets
Language: Jupyter Notebook - Size: 8.96 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 1

Chandrakant817/PCA-implementation-of-on-Iris-Dataset
PCA implementation of on Iris Dataset
Language: Jupyter Notebook - Size: 2.01 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

sanjana098/machine-learning-course
All the graded assignments of the course
Language: Matlab - Size: 27.9 MB - Last synced at: almost 2 years ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

embarbos/air-pollution-data-analysis
Final Project for STA 135 with Dr. Xiucai Ding
Size: 325 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

dragonfly-ai/matrix
A cross compiled Scala.js port of JAMA for JVM, JavaScript, and Scala Native projects.
Language: Scala - Size: 1.07 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 8 - Forks: 0

RajPShinde/Footstep_Affordance
ROS package for creating a terrain cost map using RGBD Camera for locomotion of legged Robots.
Language: C++ - Size: 13.5 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 11 - Forks: 3

rxliu99/msia421-recommender-system
Northwestern Master of Science in Machine Learning and Data Science (formerly MSiA) | Winter 2023 | MSiA421 Data Mining
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NotTheStallion/PCA__3D-and-from-scratch__Principal-Component-Analysis
In this project, I will be implementing Principal Component Analysis (PCA) from scratch on an ecological footprint consummation database for countries and a three-dimensional scale using a movie database. The goal of this project is to gain a deeper understanding of PCA and to demonstrate its capabilities in exploring complex datasets.
Language: Jupyter Notebook - Size: 11.7 KB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

suchetsapre/intrusion-dataset-comparison
An in-depth comparison of two prominent intrusion detection datasets: KDDCup99 and NSL-KDD
Language: Jupyter Notebook - Size: 1020 KB - Last synced at: 4 months ago - Pushed at: almost 4 years ago - Stars: 2 - Forks: 1

MasumBhuiyan/Object-Detection-Using-Principle-Component-Analysis-and-Fuzzy-Inference-System
An binary classification model based on principle component analysis and fuzzy inference system. It takes brain MRI images and predicts whether the MRI image contains a tumor or not.
Language: Python - Size: 325 KB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 4 - Forks: 2

anudeep-17/Data-mining-study
Datamining concepts
Language: Python - Size: 714 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

rakeshkanneeswaran/Project-Heart-Disease-Prediction-Unsing-Machine-Learning-
This Git repository contains a machine learning algorithm for HeartDiseaseAI, which predicts the likelihood of heart disease. The algorithm takes input from various features such as blood pressure, cholesterol levels, and age, and uses a predictive model to generate a probability score for heart disease diagnosis.
Language: Jupyter Notebook - Size: 17.6 KB - Last synced at: 4 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

rakeshkanneeswaran/Project-Web-Application-Diabetes-Prediction-System
This Git repository contains a machine learning algorithm for DiabetesAI, which predicts the likelihood of type 2 diabetes. The algorithm takes input from various features such as glucose levels, BMI, and age, and uses a predictive model to generate a probability score for diabetes diagnosis.
Language: Python - Size: 9.77 KB - Last synced at: 19 days ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

shivpalSW/Outlier-detection-using-unsupervised-ML
Anomaly Detection using Unsupervised Machine Learning
Language: Jupyter Notebook - Size: 10 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

gracengu/multiclass_classification 📦
[Completed] Complete framework on multi-class classification covering EDA using x-charts and Principle Component Analysis; machine learning algorithms using LGBM, RF, Logistic Regression and Support Vector Algorithms; as well as Bayesian Optimizer with l1 and l2 regularization for Hyperparameter Tuning.
Language: Jupyter Notebook - Size: 203 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

twigikit/clustering-homework
Language: Jupyter Notebook - Size: 6.69 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

MoinDalvs/PCA_Dimensionality_Reduction
Principal Component Analysis Let's discuss PCA! Since this isn't exactly a full machine learning algorithm, but instead an unsupervised learning algorithm, we will just have a lecture on this topic, but no full machine learning project (although we will walk through the cancer set with PCA).
Language: Jupyter Notebook - Size: 159 KB - Last synced at: 4 months ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

DCF0708/Cryptocurrencies
A project that implements PCA and predictive machine learning to classify cryptocurrencies with K-Means.
Language: Jupyter Notebook - Size: 3.44 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

ajaybiswas22/LDA_Face_Recognition
Practical Implementation of Linear Discriminant Analysis to identify faces
Language: Jupyter Notebook - Size: 3.66 MB - Last synced at: 13 days ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

krag-harsh/pca_implementation
Implimenting PCA using numpy and comparing the results
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daodavid/classic-ML
Implementation of classic machine learning concepts and algorithms from scratch and math behind their implementation.Written in Jupiter Notebook Python
Language: HTML - Size: 1.49 MB - Last synced at: 4 months ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

SaumyaBhandari/Principal_Component_Analysis
This repository consists of performing Principal Component Analysis (Finding out the principle components of our dataset), using the concept of Eigen Vectors and Eigen Values of the correlation matrix. Also, it also includes the technique of reducing the dimension of the data using Singular Value Decomposition technique and reduce it to the lowest possible dimension.
Language: Jupyter Notebook - Size: 154 KB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 0

yusef320/Machine-Learning-with-Fortninte-data
PCA, Clustering, LDA y PLS Regression aplicado a estadÃsticas de partidas reales de Fortnite.
Size: 34.2 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

rmead7/Aerial-Biomass-Production
Linear Regression to identify the important physicochemical properties of the substrate that influence the aerial biomass production in the Cape Fear Estuary.
Language: R - Size: 248 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

hamzansariii/Principle-Component-Analysis
To reduce the curse of dimensionality one way is to do feature extraction, of which the PCA technique is a famous and effective one.
Language: Jupyter Notebook - Size: 9.77 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

faizan1234567/Machine-Learning
Machine learning with MATLAB/Octave, coding machine learning algorithms from scratch
Language: MATLAB - Size: 58.2 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

Atlas975/ICL_MathForML_Course
ICL's Mathematics for Machine Learning specialization, Python assignments.
Size: 1 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

vvittis/MachineLearning
Size: 20 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

SurrajKumar2000/Parkinson-Detection-System
In this repo , detection of Parkinson's disease can be done using dimensionality reduction method.
Language: Jupyter Notebook - Size: 87.9 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

ajaybiswas22/PCA-Face-Recognition
Practical Implementation of Principle Component Analysis in identifying faces.
Language: Jupyter Notebook - Size: 3.58 MB - Last synced at: 13 days ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

ebj220/data-analysis
Contains code and detailed write ups created while taking a class on Data Driven Modeling & Scientific Computation with Professor Nathan Kutz.
Language: MATLAB - Size: 3.73 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 1

sigmachirality/attrition_model
Simple classifiers intended to determine if an employee will leave their company
Language: Jupyter Notebook - Size: 441 KB - Last synced at: 3 months ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

ideclue/pca-cancer-data
An exploration of cervical cancer risk data using Principle Component Analysis (PCA) and clustering algorithms
Language: Jupyter Notebook - Size: 174 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

charmilgandhi/Principle-Component-Analysis
Language: MATLAB - Size: 4.88 KB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

Prakash2403/Principle-Component-Analysis
Principle Component Analysis
Language: Python - Size: 261 KB - Last synced at: over 2 years ago - Pushed at: over 7 years ago - Stars: 2 - Forks: 1

sorennelson/Coursera-Machine-Learning
Machine Learning Course taught by Andrew Ng.
Language: Matlab - Size: 34.5 MB - Last synced at: over 2 years ago - Pushed at: almost 7 years ago - Stars: 1 - Forks: 1

agn-7/pca_applicator
PCA applicator on a vector.
Language: Python - Size: 2.93 KB - Last synced at: 19 days ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

athulvijayan6/multivariate-data-analysis-CH5440
Course work of Multivariate data analysis CH5440
Language: Matlab - Size: 35.8 MB - Last synced at: almost 2 years ago - Pushed at: about 7 years ago - Stars: 2 - Forks: 1

akashmalikab/Breast_Cancer
Prediction of breast Cancer
Language: Jupyter Notebook - Size: 7.02 MB - Last synced at: over 2 years ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 0

IISCAditayTripathi/Face_classification_PCA
Dimensionality reduction and Face classification using K-NN and PCA
Language: Python - Size: 165 KB - Last synced at: over 2 years ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 0

webyneter/Components-Analysis
Training application for performing Kernel/Principle Components Analysis
Language: C# - Size: 372 KB - Last synced at: 3 months ago - Pushed at: over 8 years ago - Stars: 0 - Forks: 0

nemish11/Breast-Cancer-Detection
Language: Jupyter Notebook - Size: 2.7 MB - Last synced at: over 2 years ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 1

windhaunting/compress-image
unsupervised learning to compress images and reconstruct images
Language: Python - Size: 13.7 KB - Last synced at: over 2 years ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0
