factorization

There are 4 repositories under factorization topic.

NicolasHug / Surprise
A Python scikit for building and analyzing recommender systems
recommender systems recommendation svd matrix factorization machine-learning
Language:Python 6207
guoguibing / librec
LibRec: A Leading Java Library for Recommender Systems, see
recommender-systems recommendation-algorithms collaborative-filtering matrix-factorization tensor-factorization probabilistic-graphical-models recommender systems factorization matrix tensor collaborative filtering sparse java
Language:Java 3225
awesome-community-detection
benedekrozemberczki / awesome-community-detection
A curated list of community detection research papers with implementations.
graph-clustering network-clustering clustering dimensionality-reduction factorization embedding deep-learning matrix-factorization igraph networkx bigclam network-science social-network network-analysis node2vec deepwalk unsupervised-learning data-science machine-learning community-detection
Language:Python 2274
flintlib / flint
FLINT (Fast Library for Number Theory)
arbitrary-precision-arithmetic computer-algebra factorization linear-algebra number-theory polynomial-arithmetic
Language:C 389
SciML / LinearSolve.jl
LinearSolve.jl: High-Performance Unified Interface for Linear Solvers in Julia. Easily switch between factorization and Krylov methods, add preconditioners, and all in one interface.
julia scientific-machine-learning differential-equations sciml linear-solvers amg distributed-computing factorization gpu krylov-methods linear-algebra multigrid newton-krylov preconditioners
Language:Julia 223
Splitter
benedekrozemberczki / Splitter
A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).
deepwalk pytorch node2vec gensim ego-splitting machine-learning word2vec factorization implicit-factorization deep-learning deep-neural-network graph-neural-network node-embedding community-detection overlapping-community-detection clustering network-embedding graph-embedding word-vector graph-representation-learning
Language:Python 207
SciML / NonlinearSolve.jl
High-performance and differentiation-enabled nonlinear solvers (Newton methods), bracketed rootfinding (bisection, Falsi), with sparsity and Newton-Krylov support.
nonlinear-equations steady-state equilibrium deep-equilibrium-models bracketing newton-raphson sparse-matrices high-performance-computing differential-equations factorization julia newton-krylov newton-method scientific-machine-learning sciml sparse-matrix
Language:Julia 207
GraphWaveMachine
benedekrozemberczki / GraphWaveMachine
A scalable implementation of "Learning Structural Node Embeddings Via Diffusion Wavelets (KDD 2018)".
graph-wavelet laplacian graph-embedding structural-embedding word2vec node2vec struc2vec kdd factorization wavelet graphwave machine-learning structural-role unsupervised-learning refex rolx embedding diffusion heat-kernel spectral
Language:Python 182
Bodigrim / arithmoi
Number theory: primes, arithmetic functions, modular computations, special sequences
prime-numbers primes prime-sieve prime-search prime-factorizations primes-search-algorithm factorization factorial binomial zeta-functions riemann-zeta dirichlet-character group
Language:Haskell 145
diff2vec
benedekrozemberczki / diff2vec
Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.
diff2vec deepwalk node2vec struc2vec gensim tensorflow unsupervised-learning graph-embedding node-embedding network-embedding embedding factorization diffusion implicit-factorization machine-learning deep-learning semisupervised-learning neural-network complex-networks embeddings
Language:Python 120
M-NMF
benedekrozemberczki / M-NMF
An implementation of "Community Preserving Network Embedding" (AAAI 2017)
m-nmf nmf matrix-factorization struc2vec come community-detection clustering implicit-factorization factorization deepwalk laplacian machine-learning semisupervised-learning neural-network tensorflow representation-learning unsupervised-learning deep-learning node2vec mnmf
Language:Python 119
BANE
benedekrozemberczki / BANE
A sparsity aware implementation of "Binarized Attributed Network Embedding" (ICDM 2018).
tadw fscnmf musae deepwalk node2vec icdm graph embedding word2vec line lane factorization svd bane node dimensionality-reduction graph2vec diff2vec gemsec tridnr
Language:Python 87
qcc4cp / qcc
Source code for the book "Quantum Computing for Programmers", Cambridge University Press
quantum-computing factorization grovers-algorithm shors-algorithm deutsch-algorithm deutsch-jozsa-algorithm python solovay-kitaev spectral-decomposition quantum-fourier-transform quantum-arithmetics variational-quantum-eigensolver subset-sum max-cut qaoa bloch-sphere quantum-walk phase-estimation-algorithm
Language:C++ 83
ASNE
benedekrozemberczki / ASNE
A sparsity aware and memory efficient implementation of "Attributed Social Network Embedding" (TKDE 2018).
node2vec deepwalk node-embedding graph-embedding network-embedding word2vec aane asne tensorflow embedding 2vec attributed-embedding diff2vec gemsec attributed dimensionality-reduction data-science representation-learning factorization feature-extraction
Language:Python 79
PoslavskySV / rings
Rings: efficient JVM library for polynomial rings
algebra polynomials factorization polynomial-arithmetic finite-fields mathematics algebraic-data-types algebraic-calculations multivariate-polynomials groebner-basis commutative-algebra
Language:Java 72
ihebski / factordb
RSA primes numbers /RSA/CTFs
ctf ctf-challenges rsa-cryptography cryptography factordb factorization
Language:Python 65
benedekrozemberczki / RolX
An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)
deepwalk node2vec rolx refex struc2vec word2vec gensim tensorflow unsupervised-learning graph-embedding node-embedding factorization implicit-factorization structural-embedding machine-learning deep-learning semisupervised-learning matrix-factorization embedding graph-mining
Language:Python 61
mithi / simple-cryptography
Scripts that illustrate basic cryptography concepts based on Coursera Standford Cryptography I course and more.
cryptography coursera crypto stanford cryptographic-algorithms cryptographic-attacks public-key-cryptography symmetric-key-cryptography symmetric-encryption algorithm rsa-attacks padding-oracle-attacks padding-oracle meet-in-the-middle meet-in-the-middle-attacks factoring factorization coursera-cryptography cryptography-concepts ciphertext
Language:Python 58
yhtang / FunFact
Tensor decomposition with arbitrary expressions: inner, outer, elementwise operators; nonlinear transformations; and more.
linear-algebra tensor scientific-computing factorization machine-learning python automatic-differentiation numpy
Language:Python 56
TADW
benedekrozemberczki / TADW
An implementation of "Network Representation Learning with Rich Text Information" (IJCAI '15).
node-embedding graph-embedding deepwalk node2vec tadw gensim network-embedding nmf embedding machine-learning unsupervised-learning data-mining text-mining matrix-factorization word2vec factorization awesome attributed-embedding data-science 2vec
Language:Python 55
NMFADMM
benedekrozemberczki / NMFADMM
A sparsity aware implementation of "Alternating Direction Method of Multipliers for Non-Negative Matrix Factorization with the Beta-Divergence" (ICASSP 2014).
nmf factorization matrix-factorization lda pca principal-components principal-component-analysis embedding word-embedding word2vec deepwalk node2vec admm optimization unsupervised-learning unsupervised-machine-learning feature-extraction sparse-matrix beta-divergence topic-modeling
Language:Python 42
jwood000 / RcppAlgos
Tool for Solving Problems in Combinatorics and Computational Mathematics
permutation primesieve combinatorics combinations factorization parallel prime-factorizations number-theory
Language:C++ 42
ramkikannan / planc
Distributed NMF/NTF Library
unmixing factorization nmf ntf mpi-faun
Language:C++ 41
NeuroFan / Compressive_Sensing_C_and_MATLAB
C and MATLAB implementation of CS recovery algorithm, i.e. Orthogonal Matching Pursuit, Approximate Message Passing, Iterative Hard Thresholding Algorithms
compressive-sensing sparse-reconstruction sparse-coding omp amp iht sparse compressive factorization decomposition compressed-sensing matching-pursuit
Language:C 38
crocs-muni / cm_factorization
Complex multiplication based factorization
complex-multiplication elliptic-curves factorization secrypt-2019
Language:Jupyter Notebook 33
JuliaSmoothOptimizers / LDLFactorizations.jl
Factorization of Symmetric Matrices
factorization matrices julia julia-language linear-algebra
Language:Julia 33
jannikmi / multivar_horner
python package implementing a multivariate Horner scheme for efficiently evaluating multivariate polynomials
math mathematics polynomials horner-scheme multivariate multivariate-polynomials hornerscheme-solver horner python python3 factorization polynomial polynomial-evaluation evaluation
Language:Python 26
ConceptJunkie / rpn
RPN command-line calculator
python mpmath mathematics unit-conversion rpn prime-numbers gmpy2 factorization bitwise astronomy calendar quadruplet-prime sextuplet-prime twin-prime physics skyfield
Language:Python 22
devthefuture-org / dockerfile-x
Dockerfile factorization superset
buildkit dockerfile include template factorization
Language:JavaScript 22
mcovalt / ILUZero.jl
A Julia implementation of incomplete LU factorization with zero level of fill in.
julia factorization preconditioner
Language:Julia 22
citp / anomalous-tor-keys
Analysis of archived Tor relay RSA public keys
tor-network cryptography factorization security hidden-services
Language:TeX 21
JuliaSmoothOptimizers / LimitedLDLFactorizations.jl
Limited-Memory Factorization of Symmetric Matrices
factorization julia julia-language
Language:Julia 21
CSKrishna / Recommender-Systems-for-Implicit-Feedback-datasets
Matrix Factorization augmented with customer item meta data
matrix factorization side-information implicit feedback collaborative-filtering spark
Language:Jupyter Notebook 20
sisinflab / KGFlex
Official implementation of the paper "Sparse Feature Factorization for Recommender Systems with Knowledge Graphs"
knowledge-graph recommender-system factorization elliot
Language:Python 20
frno7 / forthmath
Useful mathematical words in Forth.
forth mathematics matrix prime-numbers factorization modular-arithmetic
Language:Forth 19
JuliaSmoothOptimizers / AMD.jl
Approximate Minimum Degree Ordering in Julia
amd permutation factorization sparse-matrices julia julia-language linear-algebra sparse-matrix
Language:Julia 19

factorization

NicolasHug / Surprise

guoguibing / librec

benedekrozemberczki / awesome-community-detection

flintlib / flint

SciML / LinearSolve.jl

benedekrozemberczki / Splitter

SciML / NonlinearSolve.jl

benedekrozemberczki / GraphWaveMachine

Bodigrim / arithmoi

benedekrozemberczki / diff2vec

benedekrozemberczki / M-NMF

benedekrozemberczki / BANE

qcc4cp / qcc

benedekrozemberczki / ASNE

PoslavskySV / rings

ihebski / factordb

benedekrozemberczki / RolX

mithi / simple-cryptography

yhtang / FunFact

benedekrozemberczki / TADW

benedekrozemberczki / NMFADMM

jwood000 / RcppAlgos

ramkikannan / planc

NeuroFan / Compressive_Sensing_C_and_MATLAB

crocs-muni / cm_factorization

JuliaSmoothOptimizers / LDLFactorizations.jl

jannikmi / multivar_horner

ConceptJunkie / rpn

devthefuture-org / dockerfile-x

mcovalt / ILUZero.jl

citp / anomalous-tor-keys

JuliaSmoothOptimizers / LimitedLDLFactorizations.jl

CSKrishna / Recommender-Systems-for-Implicit-Feedback-datasets

sisinflab / KGFlex

frno7 / forthmath

JuliaSmoothOptimizers / AMD.jl