Search Results - RepositoryStats

49

222

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 about a year ago

psgd_torch lixilinx

8

106

unknown

7

Pytorch implementation of preconditioned stochastic gradient descent (affine group preconditioner, low-rank approximation preconditioner and more)

pytorch lie-groups affine-group deep-learning preconditioner hessian-vector-product low-rank-approximation optimization-algorithms second-order-optimization stochastic-gradient-descent

Created 2018-04-07

165 commits to master branch, last one 12 hours ago

Dreambooth brian6091

20

97

apache-2.0

5

Fine-tuning of diffusion models

lora colab python dreambooth fine-tuning deep-learning colab-notebook stable-diffusion textual-inversion low-rank-approximation artificial-intelligence

Created 2022-11-22

85 commits to main branch, last one about a year ago

lora-inspector rockerBOO

5

81

mit

6

LoRA (Low-Rank Adaptation) inspector for Stable Diffusion

lora pytorch analysis machine-learning low-rank-approximation

Created 2023-04-01

58 commits to main branch, last one 8 days ago

VIP vortex-exoplanet

57

70

mit

19

VIP is a python package/library for angular, reference star and spectral differential imaging for exoplanet/disk detection through high-contrast imaging.

pca mcmc data-processing image-processing high-contrast-imaging low-rank-approximation extrasolar-planets-disks

Created 2015-05-24

2,867 commits to master branch, last one 16 days ago

group_sparsity ofsoundof

14

63

mit

5

Group Sparsity: The Hinge Between Filter Pruning and Decomposition for Network Compression. CVPR2020.

filter-pruning group-sparsity network-compression low-rank-approximation proximal-gradient-descent

Created 2020-03-14

19 commits to master branch, last one 2 years ago

teneva AndreiChertkov

1

41

mit

2

A framework based on the tensor train decomposition for working with multivariate functions and multidimensional arrays

tensor-train tensor-trains surrogate-models surrogate-modelling tensor-decomposition low-rank-approximation approximation-algorithms tensor-decomposition-algorithms

Created 2020-11-25

739 commits to master branch, last one 3 months ago