Projects in Awesome Lists tagged with singular-value-decomposition

https://github.com/weijie-chen/Linear-Algebra-With-Python

Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set the foundation of data science or advanced quantitative skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc. to quickly refresh the linear algebra with the assistance of Python computation and visualization.

computational-science data-analysis data-science data-visualization diagonalization eigenvalues eigenvectors gram-schmidt jupyter linear-algebra linear-transformations mathematics matrix matrix-calculations multivariate-normal-distribution null-space python singular-value-decomposition symmetric-matrices vector-space

Last synced: 31 Jul 2024

https://github.com/weijie-chen/linear-algebra-with-python

Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set the foundation of data science or advanced quantitative skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc. to quickly refresh the linear algebra with the assistance of Python computation and visualization.

computational-science data-analysis data-science data-visualization diagonalization eigenvalues eigenvectors gram-schmidt jupyter linear-algebra linear-transformations mathematics matrix matrix-calculations multivariate-normal-distribution null-space python singular-value-decomposition symmetric-matrices vector-space

Last synced: 27 Sep 2024

https://github.com/MacroAnalyst/Linear_Algebra_With_Python

Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set the foundation of data science or advanced quantitative skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc. to quickly refresh the linear algebra with the assistance of Python computation and visualization.

computational-science data-analysis data-science data-visualization diagonalization eigenvalues eigenvectors gram-schmidt jupyter linear-algebra linear-transformations mathematics matrix matrix-calculations multivariate-normal-distribution null-space python singular-value-decomposition symmetric-matrices vector-space

Last synced: 30 Jul 2024

https://github.com/james-bowman/nlp

Selected Machine Learning algorithms for natural language processing and semantic analysis in Golang

feature-hash go golang latent-dirichlet-allocation latent-semantic-analysis latent-semantic-indexing lda locality-sensitive-hashing lsa lsh lsi machine-learning natural-language-processing nlp random-indexing random-projections simhash singular-value-decomposition svd tf-idf

Last synced: 30 Jul 2024

https://github.com/bwlewis/irlba

Fast truncated singular value decompositions

pca principal-component-analysis singular-value-decomposition sparse-principal-components svd

Last synced: 13 Aug 2024

https://github.com/benedekrozemberczki/GraRep

A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).

aane asne deep-learning deepwalk embedding gensim graph-embedding graph2vec grarep matrix-factorization network-embedding nmf node-embedding node2vec role2vec singular-value-decomposition svd tadw walklets word2vec

Last synced: 04 Aug 2024

https://github.com/takuti/recommendation.jl

Building recommender systems in Julia

collaborative-filtering factorization-machines julia machine-learning matrix-factorization recommender-system singular-value-decomposition

Last synced: 01 Oct 2024

https://github.com/varunagarwal97/deep-network-compression

Compressing Deep Neural Network using Singular Value Decomposition

compression deep-neural-networks mnist-dataset singular-value-decomposition tensorflow-experiments

Last synced: 26 Sep 2024

https://github.com/cego669/dirtycategoriesencoding

Repository containing two classes (StringAgglomerativeEncoder and StringDistanceEncoder) useful for grouping or visualizing the distance between dirty categorical variables. They are compatible with the scikit-learn API.

category clustering dimensionality-reduction dirty hierarchical-clustering machine-learning scikit-learn singular-value-decomposition svd

Last synced: 26 Sep 2024