curse-of-dimensionality-solution

There are 0 repository under curse-of-dimensionality-solution topic.

davidmasse / US-supreme-court-prediction
Predicting the ideological direction of Supreme Court decisions: ensemble vs. unified case-based model
classification-model categorical-features curse-of-dimensionality-solution ensemble-machine-learning data-leakage feature-importance pipeline-framework
Language:Jupyter Notebook 7
nmakes / curse-of-dimensionality
Code for the paper, "The Curse of Dimensionality: Inside Out", DOI = 10.13140/RG.2.2.29631.36006.
machine-learning dimensionality curse-of-dimensionality-solution data-mining
Language:Python 2
praeclarumjj3 / manim_anim
Code for animations used in the blog on The Curse of Dimensionality
manim-animations curse-of-dimensionality-solution
Language:Python 1
data-programming / fictitious-dimensions
Since the times of d'Alembert, Lagrange and Euler humans like to add fictitious dimensions to their real-world physical and mathematical problems. This art was perfected in the XX-th century by Heisenberg, Pauli and Dirac in their 'matrix mechanics'. In the XXI-st century we can contribute to this proud tradition too, we have computers! :)
fictitious-dimensions fabricated-data data-synthesis curse-of-dimensionality-solution generalized-dalembert-principle
0
vitthal-bhandari / High-Dimensional-Data-and-Gradient-Descent
Analyzing and overcoming the curse of dimensionality and exploring various gradient descent techniques with implementations in R
curse-of-dimensionality-solution pca-analysis kernel-pca svd-matrix-factorisation gradient-descent stochastic-gradient-descent mini-batch-gradient-descent batch-gradient-descent
Language:HTML 0
ashishyadav24092000 / PCA_dimension_reduction_Technique
Performing PCA(the unsupervised learning technique) for reducing the dimensions
curse-of-dimensionality curse-of-dimensionality-solution pca-analysis
Language:Jupyter Notebook
luk-f / pyCFOF
CFOF developed in Python. Based on Angiulli's works : https://arxiv.org/pdf/1901.04992v2.pdf
unsupervised-learning anomaly-detection high-dimensionality curse-of-dimensionality-solution
Language:Python
VaishnaviSh14 / MachineLearning-theory-assignments
bagging bayes boosting clustering curse-of-dimensionality-solution data-encoding decision-trees eigenvalues eigenvectors ensemble-machine-learning feature-engineering feature-selection imbalanced-data logistic-regression missing-data outlier-detection pca-analysis performance-metrics ridge-regression svm-model
Language:Jupyter Notebook