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Search results for kernel pca

15 search results found

Advanced_training ⭐ 105

Advanced Scikit-learn training session

Kaggle Houseprices ⭐ 88

Kaggle Kernel for House Prices competition https://www.kaggle.com/massquantity/all-you-need-i

Mnist Challenge ⭐ 64

My solution to TUM's Machine Learning MNIST challenge 2016-2017 [winner]

Machine_learning_scripts ⭐ 16

Kernel PCA and Pre-Image Reconstruction

Matlab Kernel Pca ⭐ 10

MATLAB Kernel PCA: PCA with training data , projection of new data

Learningmachinelearning ⭐ 9

Resources I am using to learn machine learning

Kernel Pca Using Different Kernels With Classification ⭐ 9

Kernel PCA using Linear,Radial Basis Function (RBF) and Polynomial kernels with classification.

Kpca Denoising Python ⭐ 8

Reproduction of the experiments presented in Kernel PCA and De-noising in Feature Spaces, as a project in DD2434 Machine Learning Advance Course during Winter 2016

Kpca Eigen ⭐ 8

Kernel principal component analysis using the Eigen linear algebra library [machine learning]

Dimensionality Reduction Using Kpca ⭐ 6

Application of PCA and KPCA algorithms to perform dimensionality reduction on the set of parameters in LPV models

Advance Machine Learning Kernel Method ⭐ 6

Advance machine Learning: Kernel methods implemented for PCA, KMeans, Logistic Regression, Support Vector Machine (SVM) and Support Vector Data Description (SVDD)

Adaptive_kernel_methods ⭐ 6

Python code for Kernel LMS (KLMS) algorithm with sklearn API. We also implemented neural spike kernels. We also have KLMS and Kernel PCA for neural spike data.

Kernel_pca_lda ⭐ 5

Kernel PCA and Kernel LDA Implementation in Python using RBF Kernel, and using SVM to classify reduced dimensional data

Anomaly Detection ⭐ 5

Easy to understand classification problem from a highly skewed kaggle dataset. Solved using logistic regression and SVM, code inspired from top contributor.

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