17 results found Sort:

weijie-chen
Linear-Algebra-With-Python weijie-chen
579
2.4k
mit
81
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 skills...
matrix python jupyter null-space eigenvalues mathematics data-science eigenvectors gram-schmidt vector-space data-analysis linear-algebra diagonalization data-visualization symmetric-matrices matrix-calculations computational-science linear-transformations singular-value-decomposition multivariate-normal-distribution
Created 2020-06-01
203 commits to master branch, last one 7 months ago
james-bowman
nlp james-bowman
45
455
mit
23
Selected Machine Learning algorithms for natural language processing and semantic analysis in Golang
go lda lsa lsh lsi nlp svd golang tf-idf simhash feature-hash random-indexing machine-learning random-projections latent-semantic-analysis latent-semantic-indexing locality-sensitive-hashing latent-dirichlet-allocation natural-language-processing singular-value-decomposition
Created 2017-03-15
145 commits to master branch, last one 3 years ago
je-suis-tm
machine-learning je-suis-tm
51
234
apache-2.0
5
Python machine learning applications in image processing, recommender system, matrix completion, netflix problem and algorithm implementations including Co-clustering, Funk SVD, SVD++, Non-negative Ma...
dbscan naive-bayes em-algorithm newton-method factor-analysis lasso-regression ridge-regression k-nearest-neighbors batch-gradient-descent low-rank-approximation support-vector-machine multinomial-naive-bayes expectation-maximization latent-semantic-analysis stochastic-gradient-descent linear-discriminant-analysis singular-value-decomposition independent-component-analysis sequential-minimal-optimization expectation-maximization-algorithm
Created 2018-04-05
345 commits to master branch, last one 2 years ago
milaan9
Machine_Learning_Algorithms_from_Scratch milaan9
179
189
mit
1
This repository explores the variety of techniques and algorithms commonly used in machine learning and the implementation in MATLAB and PYTHON.
data-science random-forest tutor-milaan9 decision-trees error-functions machine-learning fitting-algorithm matlab4datascience python4datascience frequentist-methods dynamic-time-warping gaussian-naive-bayes naive-bayes-classifier machine-learning-matlab machine-learning-python value-iteration-algorithm machine-learning-algorithms singular-value-decomposition
Created 2020-09-09
93 commits to master branch, last one 2 years ago
primme
primme primme
40
138
other
14
PReconditioned Iterative MultiMethod Eigensolver for solving symmetric/Hermitian eigenvalue problems and singular value problems
eigenvalues high-performance singular-value-decomposition
Created 2015-06-16
1,107 commits to master branch, last one 5 months ago
bwlewis
irlba bwlewis
17
129
unknown
10
Fast truncated singular value decompositions
pca svd sparse-principal-components principal-component-analysis singular-value-decomposition
Created 2015-08-01
305 commits to master branch, last one 2 years ago
EricDarve
numerical_linear_algebra EricDarve
45
120
unknown
3
Julia code for the book Numerical Linear Algebra
linear-solvers qr-decomposition iterative-methods eigendecomposition matrix-computations numerical-linear-algebra singular-value-decomposition
Created 2016-08-01
114 commits to master branch, last one 2 years ago
erichson
ristretto erichson
26
115
gpl-3.0
8
Randomized Dimension Reduction Library
pca svd python lu-decomposition dimension-reduction matrix-approximation randomized-algorithm dynamic-mode-decomposition principal-component-analysis singular-value-decomposition nonnegative-matrix-factorization
Created 2017-05-18
183 commits to master branch, last one 3 years ago
Saeid-jhn
Digital-Image-Watermarking Saeid-jhn
25
103
apache-2.0
3
Digital Image Watermarking Method Based on Hybrid DWT-HD-SVD Technique: Attacks, PSNR, SSIM, NC
dwt svd psnr matlab attacks watermark-image structural-similarity normalized-correlation hessenberg-decomposition singular-value-decomposition discrete-wavelet-transformation
Created 2020-04-16
35 commits to master branch, last one about a year ago
erichson
rSVD erichson
25
99
unknown
10
Randomized Matrix Decompositions using R
pca svd cran dimension-reduction matrix-approximation randomized-algorithm probabilistic-algorithms principal-component-analysis singular-value-decomposition
Created 2015-11-08
104 commits to master branch, last one 3 years ago
InhwanBae
EigenTrajectory InhwanBae
8
97
mit
4
Official Code for "EigenTrajectory: Low-Rank Descriptors for Multi-Modal Trajectory Forecasting (ICCV 2023)"
iccv2023 multi-agent deep-learning motion-forecasting autonomous-vehicles eigen-vector-decomposition human-trajectory-prediction singular-value-decomposition
Created 2022-11-26
8 commits to main branch, last one about a year ago
benedekrozemberczki
GraRep benedekrozemberczki
25
64
gpl-3.0
6
A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).
nmf svd aane asne tadw gensim grarep deepwalk node2vec role2vec walklets word2vec embedding graph2vec deep-learning node-embedding graph-embedding network-embedding matrix-factorization singular-value-decomposition
Created 2019-05-06
71 commits to master branch, last one 2 years ago
pvti
Awesome-Tensor-Decomposition pvti
7
59
gpl-3.0
3
😎 A curated list of tensor decomposition resources for model compression.
svd tensor-train model-compression tensor-decomposition tucker-decomposition low-rank-factorization tensor-ring-decomposition singular-value-decomposition canonical-polyadic-decomposition
Created 2023-04-29
166 commits to main branch, last one 3 days ago
pbenner
autodiff pbenner
4
55
gpl-3.0
6
Autodiff is a numerical library for the Go programming language that supports automatic differentiation. It implements routines for linear algebra (vector/matrix operations), numerical optimization an...
go bfgs rprop golang statistics determinant eigenvalues gauss-jordan gram-schmidt qr-algorithm linear-algebra newton-raphson special-functions statistical-models hessenberg-reduction cholesky-decomposition linear-algebra-library numerical-optimization automatic-differentiation singular-value-decomposition
Created 2016-04-18
754 commits to master branch, last one 3 years ago
jbramburger
Data-Science-Methods jbramburger
11
51
mit
2
This repository contains lecture notes and codes for the course "Computational Methods for Data Science"
matlab education spectrogram data-analysis lecture-notes fourier-series image-denoising delay-coordinates time-frequency-analysis dynamic-mode-decomposition linear-discriminant-analysis principal-component-analysis singular-value-decomposition independent-component-analysis
Created 2021-03-18
12 commits to main branch, last one 4 years ago
aedin
PCAworkshop aedin
12
41
mit
3
An introduction to matrix factorization and PCA and SVD.
pca svd single-cell correspondence-analysis dimensionality-reduction exploratory-data-analysis principal-component-analysis singular-value-decomposition
Created 2020-07-15
85 commits to master branch, last one about a year ago
MonitSharma
Numerical-Linear-Algebra MonitSharma
10
33
mit
1
A course on Linear Algebra using Python in Jupyter notebooks
python matrices linear-algebra jupyter-notebook machine-learning quantum-computing singular-value-decomposition
Created 2022-07-06
74 commits to main branch, last one about a year ago