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GitHub topics: sparse-data

TileDB-Inc/TileDB

The Universal Storage Engine

Language: C++ - Size: 104 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 1,994 - Forks: 199

abhilash-neog/SparseTimeSeriesModeling

Simple, model-agnostic approach for modeling partially observed time series without explicit imputation or complex architectures.

Language: Python - Size: 327 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 0 - Forks: 0

pydata/sparse

Sparse multi-dimensional arrays for the PyData ecosystem

Language: Python - Size: 2.01 MB - Last synced at: 8 days ago - Pushed at: 11 days ago - Stars: 646 - Forks: 131

python-graphblas/python-graphblas

Python library for GraphBLAS: high-performance sparse linear algebra for scalable graph analytics

Language: Jupyter Notebook - Size: 3.74 MB - Last synced at: about 9 hours ago - Pushed at: 20 days ago - Stars: 139 - Forks: 15

pralab/secml

A Python library for Secure and Explainable Machine Learning

Language: Jupyter Notebook - Size: 67.3 MB - Last synced at: 11 days ago - Pushed at: 5 months ago - Stars: 189 - Forks: 27

alugowski/matrepr

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

Language: Python - Size: 947 KB - Last synced at: 16 days ago - Pushed at: 12 months ago - Stars: 14 - Forks: 0

osqp/qdldl

A free LDL factorisation routine

Language: C - Size: 205 KB - Last synced at: 6 days ago - Pushed at: about 1 month ago - Stars: 97 - Forks: 41

alugowski/matspy

Sparse matrix spy plot and sparkline renderer.

Language: Python - Size: 1.52 MB - Last synced at: 20 days ago - Pushed at: 12 months ago - Stars: 18 - Forks: 0

Corentin-Mzr/GameOfLife-SFML

Implementation of Conway's Game Of Life using C++ and SFML

Language: C++ - Size: 2.84 MB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

mawright/pytorch-sparse-utils

Low-level utilities for Pytorch sparse tensors and operations

Language: Python - Size: 296 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 1

TexZK/hexrec

Library to handle hexadecimal record files

Language: Python - Size: 1.33 MB - Last synced at: 2 months ago - Pushed at: 4 months ago - Stars: 19 - Forks: 5

TexZK/bytesparse

Library to handle sparse bytes within a virtual memory space

Language: Python - Size: 549 KB - Last synced at: about 2 months ago - Pushed at: 4 months ago - Stars: 2 - Forks: 1

SoftCircuits/SparseCollections

The SparseCollections library provides the SparseArray<T> and SparseMatrix<T> collection classes.

Language: C# - Size: 29.3 KB - Last synced at: about 2 months ago - Pushed at: 9 months ago - Stars: 4 - Forks: 0

sparcityeu/SparseViz

Sparse Matrix and Tensor Visualization Tool for Reorderings

Language: C++ - Size: 3.07 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 8 - Forks: 1

jonathanlurie/natninter

Natural Neighbor Interpolation in pure Javascript for Node and browsers

Language: JavaScript - Size: 2.44 MB - Last synced at: 14 days ago - Pushed at: over 5 years ago - Stars: 9 - Forks: 5

ocramz/sparse-linear-algebra

Numerical computation in native Haskell

Language: Haskell - Size: 866 KB - Last synced at: 6 months ago - Pushed at: about 5 years ago - Stars: 91 - Forks: 10

FlorianWoelki/index-simulation-tool

An index simulation tool for sparse high-dimensional vector data.

Language: Rust - Size: 576 KB - Last synced at: 8 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

bfontaine/sparse

:ant: Golang library for memory-efficient sparse data structures

Language: Go - Size: 109 KB - Last synced at: 28 days ago - Pushed at: over 10 years ago - Stars: 0 - Forks: 0

TReynkens/rospca

Robust Sparse PCA using the ROSPCA algorithm of Hubert et al. (2016)

Language: R - Size: 329 KB - Last synced at: 29 days ago - Pushed at: 12 months ago - Stars: 13 - Forks: 4

yoch/sparse-som

Efficient Self-Organizing Map for Sparse Data

Language: C++ - Size: 4.76 MB - Last synced at: about 2 months ago - Pushed at: almost 5 years ago - Stars: 19 - Forks: 6

SageRalph/TSR-Public

Public repository for the Isle of Wight Supply Chain (IWSC) dataset and the Transitive Semantic Relationships (TSR) inference algorithm for cold-start recommendations.

Language: Python - Size: 3.09 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 1

nschmeller/fragile-families

Fragile Families dataset analysis (coursework)

Language: Jupyter Notebook - Size: 10.7 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

innerNULL/feather

FEATure HashER

Language: C++ - Size: 81.1 KB - Last synced at: about 2 months ago - Pushed at: about 3 years ago - Stars: 3 - Forks: 2

bellet/HDSL

High-Dimensional Similarity Learning

Language: MATLAB - Size: 1.35 MB - Last synced at: 8 months ago - Pushed at: about 6 years ago - Stars: 4 - Forks: 0

nidhimanthale/Statistical-Modelling

Statistical Modelling of Swine Flu Outbreak Data

Language: R - Size: 239 KB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0

ahmedaq/Orthogonal-Clustering

A Bayesian method which utilises the rich structure embedded in the sensing matrix for fast sparse signal recovery

Language: Matlab - Size: 49.8 KB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 9 - Forks: 4

TexZK/cbytesparse

Library to handle sparse bytes within a virtual memory space.

Language: Cython - Size: 17.8 MB - Last synced at: 17 days ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 1

alimpfard/sparse-ndarray

Sparse N-Dimensional Arrays

Language: C - Size: 44.9 KB - Last synced at: 8 months ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0

audreyloeffel/MasterThesisReport

Sparse Linear Algebra in the Deeplearning4j Framework

Language: TeX - Size: 22.6 MB - Last synced at: about 2 years ago - Pushed at: about 8 years ago - Stars: 1 - Forks: 0

avsilva/sparse-nlp

sparse-nlp main intent is to explore Sparse Distributed Representations of text vectors in several NLP tasks

Language: Python - Size: 340 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 1

wanxinjin/Learning-from-Sparse-Demonstrations

A framework and method to jointly learn a (neural) control objective function and a time-warping function only from sparse demonstrations or waypoints.

Language: Python - Size: 4.22 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 15 - Forks: 5

rahulk90/vae_sparse

VAEs on Sparse Data

Language: Python - Size: 17 MB - Last synced at: over 2 years ago - Pushed at: about 8 years ago - Stars: 12 - Forks: 0

ocramz/taco-hs 📦

Haskell port of the Tensor Algebra COmpiler

Language: Haskell - Size: 198 KB - Last synced at: 26 days ago - Pushed at: almost 6 years ago - Stars: 16 - Forks: 1

BaseMax/SparsePolynomialGo

A Go package for working with sparse polynomials. (Based on Array List data structure)

Language: Go - Size: 1.2 MB - Last synced at: 22 days ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

psmamka/Projectogram

Visualization of Tomographic Projection/Reconstruction Operations

Language: Python - Size: 1.18 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

yilmazerhakan/ImposeSVD

Implementation of z-scoREC and ImposeSVD for top-N recommendations

Language: MATLAB - Size: 5.06 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

yoch/svmloader

a very fast parser for sparse matrix at libsvm format

Language: Python - Size: 1010 KB - Last synced at: about 2 months ago - Pushed at: about 8 years ago - Stars: 10 - Forks: 2

ajpowelsnl/SuiteSparseMatrix

Datasets from the Suite Sparse Matrix Collection Supporting Kokkos Tools Development and Testing

Size: 6.03 MB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

formath/tensorflow-models

various models implemented via tensorflow

Language: Python - Size: 1.31 MB - Last synced at: over 2 years ago - Pushed at: almost 9 years ago - Stars: 9 - Forks: 3

Btsan/284-Labs-1-3

Training a single layer perceptron model on sparse data (coursework)

Language: C++ - Size: 14.6 KB - Last synced at: over 2 years ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 0

jhetherly/sparse_linear_binning

Python function for performing a linear binning (a la Wand and Jones) and optimized for sparsity

Language: C++ - Size: 1.55 MB - Last synced at: about 2 months ago - Pushed at: about 8 years ago - Stars: 1 - Forks: 0

emiruz/sparse-data

Efficiently store and query categorical sparse data in Clojure

Language: Clojure - Size: 32.2 KB - Last synced at: over 2 years ago - Pushed at: over 8 years ago - Stars: 1 - Forks: 0

Related Keywords
sparse-data 42 python 8 sparse-matrix 7 sparse 6 linear-algebra 5 sparse-matrices 5 tensorflow 3 graphblas 3 scipy 3 binary-data 3 recommender-system 3 data-science 3 virtual-memory 3 pytorch 3 matrix 3 machine-learning 3 numpy 3 algorithm 2 tensor 2 cpp 2 linear-systems 2 matrix-factorization 2 visualization 2 sparse-linear-systems 2 libsvm-format 2 high-dimensional-data 2 libsvm-data 2 libsvm 2 go 2 logistic-regression 2 sparse-representations 2 deep-learning 2 sparse-arrays 2 scientific-computing 2 preliminary-analysis 1 significance-testing 1 overdispersion 1 paper 1 bayesian-methods 1 matlab 1 signal-processing 1 sparse-reconstruction 1 sparse-reconstruction-algorithms 1 statistical-signal-processing 1 cython-library 1 c 1 ndarray 1 numeric-computing 1 numerics 1 deeplearning 1 deeplearning4j 1 cold-start 1 python3 1 fragile-families-challenge 1 pandas 1 scikit-learn 1 feature-engineering 1 feature-extraction 1 feature-hash 1 feature-hashing 1 hash-embedding 1 recommendation-system 1 recsys 1 metric-learning 1 similarity-learning 1 analysis 1 anova-test 1 binomial-distribution 1 data 1 diagnostics 1 forward-selection 1 goodness-of-fit 1 hypothesis-testing 1 interaction-testing 1 likelihood-ratio-test 1 model-building 1 model-fitting 1 model-interpretation 1 modeling 1 outlier-detection 1 collaborative-filtering 1 eigenrec 1 hybridsvd 1 imposesvd 1 itemknn 1 longtail 1 puresvd 1 recommender-systems 1 top-n-recommendations 1 zscorec 1 fast 1 loader 1 physics 1 simulai 1 deep-and-wide 1 svd 1 tensorflow-examples 1 tensorflow-models 1 wide-and-deep 1 hogwild 1