Sparse Optimisation Research Code

✨ 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.

Spurfies: Sparse Surface Reconstruction using Local Geometry Priors

Code for "End-to-End Adaptive Sampling and Representation for Event-based Detection with Recurrent Spiking Neural Networks", ECCV 2024

This repository contains dictionary learning algorithms

TF-Tile: an efficient sparse representation for real-valued data

Compressed Sensing and Sparse Recovery Algorithms and more!

Format matrices and tensors to HTML, string, and LaTeX, with Jupyter integration.

Implementation for the paper "Self-Attention Meta-Learner for Continual Learning" in PyTorch.

Sparse representation solvers for P0- and P1-problems

Implementation for the paper "SpaceNet: Make Free Space For Continual Learning" in PyTorch.

Examples, data, and contributed code for SPORCO

[ICLR 2021] Anchor & Transform: Learning Sparse Embeddings for Large Vocabularies

Implementations from "A New Basis for Sparse PCA" paper at https://arxiv.org/abs/2007.00596

Image inpainting using sparse representations (OMP and IRLS)

Software implementation of the algorithm and experiments in the Discrete Sparse Coding paper

Source code for Graded Weighted Bag of Word Model (Coling 2016)

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)