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GitHub topics: curse-of-dimensionality

jecampagne/cours_mallat_cdf

Lecture notes of Professor Stéphane Mallat - Collège de France - Paris

Language: Jupyter Notebook - Size: 193 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 26 - Forks: 0

Devinterview-io/curse-of-dimensionality-interview-questions

🟣 Curse of Dimensionality interview questions and answers to help you prepare for your next machine learning and data science interview in 2024.

Size: 14.6 KB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 1

I-Halder/a-solvable-generative-model-with-a-linear-one-step-denoiser

Memorization to generalization transition in diffusion based generative models: arxiv-2411.17807

Language: Python - Size: 46.9 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

ashishyadav24092000/PCA_dimension_reduction_Technique

Performing PCA(the unsupervised learning technique) for reducing the dimensions

Language: Jupyter Notebook - Size: 220 KB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

kyaiooiayk/Dimensionality-Reduction-Notes

Notes, tutorials, code snippets and templates focused on dimensionality reduction methods for Machine Learning

Language: Jupyter Notebook - Size: 4.37 MB - Last synced at: 5 months ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

sandipanpaul21/Dimensionality-Reduction-in-Python

Dimensionality Reduction technique in machine learning both theory and code in Python. Includes topics from PCA, LDA, Kernel PCA, Factor Analysis and t-SNE algorithm

Language: Jupyter Notebook - Size: 14.6 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 1

antonio-f/dimensionality_curse_plots

Quick plots in Python as a visual support for the Curse of Dimensionality phenomenon.

Language: Python - Size: 6.84 KB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

Related Keywords
curse-of-dimensionality 7 machine-learning 2 python 2 pca 2 dimensionality-reduction 2 approximation 1 machine-learning-and-data-science 1 machine-learning-interview 1 machine-learning-interview-questions 1 software-engineer-interview 1 technical-interview-questions 1 diffusion-models 1 generalization-error 1 generative-ai 1 inductive-bias 1 curse-of-dimensionality-solution 1 pca-analysis 1 nca 1 svd 1 correlation 1 factor-analysis 1 lda 1 principal-component-analysis 1 tsne 1 tsne-algorithm 1 matplotlib 1 plot 1 scatterplots 1 bayesian-inference 1 convolutional-neural-networks 1 deep-neural-networks 1 fisher-information 1 fourier-transform 1 gaussian-processes 1 markov-chain 1 math 1 orthogonal-basis 1 regularity 1 scattering-transform 1 shannon-entropy 1 svm-model 1 wavelet-transform 1 ai-interview-questions 1 coding-interview-questions 1 coding-interviews 1 curse-of-dimensionality-interview-questions 1 curse-of-dimensionality-questions 1 curse-of-dimensionality-tech-interview 1 data-science 1 data-science-interview 1 data-science-interview-questions 1 data-scientist-interview 1 interview-practice 1 interview-preparation 1