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Projects in Awesome Lists tagged with dimentionality-reduction
A curated list of projects in awesome lists tagged with dimentionality-reduction .
https://github.com/iamkankan/data-gathering-and-preprocessing
Tutorial- data Pre-processing
dimentionality-reduction feature-engineering feature-scaling feature-selection missing-values principal-component-analysis-pca
Last synced: 08 Dec 2024
https://github.com/zazi2002/machine-learning-project
Introduction to Machine Learning project with the goal of improving the classification performance on a dataset by optimizing the number of features and weak learners.
dimentionality-reduction ensemble-learning numpy pca random-forest scikit-learn
Last synced: 28 Dec 2024
https://github.com/sohhamseal/eigen-faces
Application of PCA in facial recognition
dimentionality-reduction eigendecomposition eigenfaces pca svd
Last synced: 14 Nov 2024
https://github.com/madhurimarawat/pattern-recognition-and-machine-learning
This repository contains Pattern Recognition and Machine Learning programs in the Python programming language.
artificial-neural-networks data-reduction decision-trees dimentionality-reduction k-means-clustering k-nearest-neighbours logistic-regression machine-learning-algorithms mnist-dataset monte-carlo-simulation multivariate-linear-regression naive-bayes-classifier pre-processing-data predict-stock-prices principal-component-analysis python python-libraries social-networking-dataset support-vector-machines text-classifier
Last synced: 14 Nov 2024
https://github.com/archanakokate/ml_mercedes_benz_greener_manufacturing_project
This project involves reducing testing time for car configurations. The tasks include removing columns with zero variance, checking for null values, applying label encoding, performing dimensionality reduction, and using XGBoost to predict testing time.
data-visualization dimentionality-reduction encoding exploratory-data-analysis machine-learning-algorithms
Last synced: 23 Nov 2024
https://github.com/xaxm007/mlchemy
A workspace related to all my Machine Learning study.
association-rule-learning classification-model clustering deep-neural-networks dimentionality-reduction machine-learning nlp-machine-learning pca regression-models reinforcement-learning-algorithms
Last synced: 17 Dec 2024
https://github.com/abhipatel35/automated-machine-learning-pipeline-for-iris-dataset-classification
Automated ML pipeline for Iris dataset classification using Decision Tree. Features PCA dimensionality reduction and standard scaling.
automated-machine-learning classsification data-preprocessing descision-tree dimentionality-reduction end-to-end-ml-workflows iris-dataset machine-learning-pipeline python random-forest scikit-learn
Last synced: 29 Dec 2024
https://github.com/sirinemaaroufi/ml_clustering_explorations
This repository contains a series of notebooks exploring various clustering techniques in machine learning.
clustering-methods comparison dbscan-clustering dimentionality-reduction gmm-clustering hierarchical-clustering kmeans-clustering ml pca python
Last synced: 21 Dec 2024
