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The Top 23 Dictionary Learning Open Source Projects

Open source projects categorized as Dictionary Learning
Categories > Dictionary Learning
Sporco ⭐ 237
Sparse Optimisation Research Code
dependent packages 2total releases 18most recent commit 6 months agopypi sporco} Downloads
Gcc Nmf ⭐ 179
Real-time GCC-NMF Blind Speech Separation and Enhancement
most recent commit 5 years ago
Fundamental Haskell ⭐ 110
Fundamental Haskell book, to the point terse statements on Haskell, Category theory, and related fields. Encyclopedic pocketbook of meaning. Zen kōan-like meditations of understanding. For quick or memory curve spaced repetition learning.
most recent commit 2 years ago
Alphacsc ⭐ 105
Convolution dictionary learning for time-series
total releases 9most recent commit a year ago
Sparselandtools ⭐ 79
✨ A Python package for sparse representations and dictionary learning, including matching pursuit, K-SVD and applications.
most recent commit 3 months ago
Classifiertoolbox ⭐ 75
A MATLAB toolbox for classifier: Version 1.0.7
most recent commit a year ago
Sparse Plex ⭐ 61
A MATLAB library for sparse representation problems
most recent commit 2 years ago
Gproshan ⭐ 57
geometry processing and shape analysis framework
most recent commit 5 months ago
Pytorch Lasso ⭐ 39
L1-regularized least squares with PyTorch
most recent commit a year ago
Mowgli ⭐ 31
Single-cell multi-omics integration using Optimal Transport
total releases 4most recent commit 5 months ago
Inpainting ⭐ 29
Image inpainting via dictionary learning and sparse representation.
most recent commit 5 years ago
Neural Implicit Dict ⭐ 28
[ICML 2022] "Neural Implicit Dictionary via Mixture-of-Expert Training" by Peihao Wang, Zhiwen Fan, Tianlong Chen, Zhangyang Wang
most recent commit 3 months ago
Mdla ⭐ 22
Multivariate Dictionary Learning Algorithm
total releases 3most recent commit 6 months ago
Ddlcn ⭐ 20
[WACV 2019 Oral] Deep Micro-Dictionary Learning and Coding Network
most recent commit 3 years ago
Ksvd_reg ⭐ 20
Regularized K-SVD Algorithm
most recent commit 7 years ago
Imagefusion_dllrr ⭐ 19
multi-focus image fusion using dictionary learning and low-rank representation(ICIG 2017, Shanghai)
most recent commit 3 years ago
Dictlearn ⭐ 14
Dictionary Learning for image processing
most recent commit 4 years ago
Sparse Coding For Face Image Retrieval ⭐ 11
work in Advanced Topics in Multimedia Analysis and Indexing
most recent commit 6 years ago
Graft Analysis ⭐ 10
This repository contains code for morphology-free analysis of functional fluorescence microscopy. The focal algorithm, Graph-Filtered Time-trace (GraFT) Dictionary Learning, is published in Charles et al. 2022 in the IEEE Transactions of Image Processing.
most recent commit 6 months ago
Pybpdl ⭐ 8
Binary Pattern Dictionary Learning for gene activation in microscopy images
most recent commit 3 years ago
Segmentation ⭐ 8
Buildings segmentation and multiple sclerosis lesions segmentation (Dictionary learning, Encoding, Classification)
most recent commit 4 years ago
Hrp ⭐ 8
Code for paper "Efficient Sparse Coding using Hierarchical Riemannian Pursuit," in IEEE Transactions on Signal Processing, Y. Xue, V. K. N. Lau and S. Cai, doi: 10.1109/TSP.2021.3093769.
most recent commit 3 years ago
Image Deblocking Ssrqc ⭐ 8
Image deblocking method using structural sparse representation and quantization constraint
most recent commit 6 years ago
The 5 Latest Releases In Dictionary Learning Open Source Projects
Mowgli ⭐ 31
Single-cell multi-omics integration using Optimal Transport
total releases 4latest release June 26, 2023most recent commit 5 months ago
Alphacsc ⭐ 105
Convolution dictionary learning for time-series
total releases 9latest release May 12, 2022most recent commit a year ago
Mldictionary ⭐ 7
MLDictionary is word's dictionary for several language. Available in pypi
total releases 23latest release March 16, 2022most recent commit a year ago
Sporco ⭐ 237
Sparse Optimisation Research Code
dependent packages 2total releases 18latest release February 18, 2022most recent commit 6 months agopypi sporco} Downloads
Mdla ⭐ 22
Multivariate Dictionary Learning Algorithm
total releases 3latest release November 22, 2021most recent commit 6 months ago
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