Format matrices and tensors to HTML, string, and LaTeX, with Jupyter integration.
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Updated
Jul 1, 2024 - Python
Format matrices and tensors to HTML, string, and LaTeX, with Jupyter integration.
✨ A Python package for sparse representations and dictionary learning, including matching pursuit, K-SVD and applications.
Lite weight wrapper for the independent implementation of SPLADE++ models for search & retrieval pipelines. Models and Library created by Prithivi Da, For PRs and Collaboration checkout the readme.
Sparse Optimisation Research Code
Clustering and resource allocation using Deterministic Annealing Approach and Orthogonal Non-negative Matrix Factorization O-(NMF)
Sparse representation solvers for P0- and P1-problems
TF-Tile: an efficient sparse representation for real-valued data
Implementation of Sparse CNN
Implementation of Sparse Information Filter for Fast Gaussian Process Regression Kania et al. (2021) (https://link.springer.com/chapter/10.1007/978-3-030-86523-8_32)
[ICLR 2021] Anchor & Transform: Learning Sparse Embeddings for Large Vocabularies
Compressed Sensing and Sparse Recovery Algorithms and more!
Examples, data, and contributed code for SPORCO
Implementation for the paper "SpaceNet: Make Free Space For Continual Learning" in PyTorch.
Implementation for the paper "Self-Attention Meta-Learner for Continual Learning" in PyTorch.
Implementations from "A New Basis for Sparse PCA" paper at https://arxiv.org/abs/2007.00596
Source code for Graded Weighted Bag of Word Model (Coling 2016)
Software implementation of the algorithm and experiments in the Discrete Sparse Coding paper
This repository contains dictionary learning algorithms
Image inpainting using sparse representations (OMP and IRLS)
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