simplicial-complex

There are 1 repository under simplicial-complex topic.

pyt-team / TopoNetX
Computing on Topological Domains
cell-complex-neural-networks cell-complexes cellular-complex combinatorial-complex cw-complex cw-complex-networks cw-networks heterogeneous-hypergraph higher-order-message-passing higher-order-networks hypergraph-neural-networks hypernetx simplicial-complex simplicial-neural-networks tensor-diagrams topological-data-analysis topological-deep-learning topological-learning topological-message-passing topological-neural-networks
Language:Jupyter Notebook 167
dmnsgn / primitive-geometry
Geometries for 3D rendering, including normals, UVs and cell indices (faces). Perfect if you want to supercharge your dependency folder... with 30KB of geometries.
simplicial-complex geometry primitive mesh glsl stackgl webgl gl quad plane cube cylinder cone capsule sphere icosphere ellipsoid torus box circle
Language:JavaScript 97
pyt-team / TopoEmbedX
Representation Learning on Topological Domains
cell-complex-neural-networks cell-complexes cell2vec cw-networks graph-neural-networks higher-order-networks higher-order-representation-learning hyperedge2vec hypergraph-neural-network hypergraph-neural-networks representation-learning simplex2vec simplicial-complex simplicial-neural-networks tensor-diagrams topological-deep-learning topological-domain-representation-learning topological-message-passing topological-neural-networks topological-representation-learning
Language:Jupyter Notebook 72
hypertidy / silicate
A general form for complex data
rstats triangulation topology hierarchical-data structural-primitives simplicial-complex spatial-data
Language:HTML 53
pyt-team / TopoBenchmarkX
TopoBenchmarkX is a Python library designed to standardize benchmarking and accelerate research in Topological Deep Learning
topological-deep-learning cell-complex-neural-networks simplicial-neural-networks topological-neural-networks hypergraph-neural-networks topological-data-bechmark cell-complexes simplicial-complex topological-learning
Language:Python 53
a-nikolaev / visualsc
A simplicial complex and hypergraph visualization tool similar to Graphviz.
visualization simplicial-complex hypergraph pdf graphviz
Language:OCaml 37
tdaverse / ggtda
ggplot2 extension to visualize persistent homology
topological-data-analysis r tidyverse ggplot2 persistent-homology visualization ggplot-extension tda persistence-data rstats simplicial-complex
Language:R 19
arnaudon / simplicial-kuramoto
Tool to numerically solve and analyse simplicial Kuramoto models.
complex-network higher-order-interactions kuramoto-model simplicial-complex syncrhonization
Language:Python 17
iagoleal / Hodge.jl
Julia library providing functionality for modeling Simplicial Complexes and Cochains over them. Its main feature is a clean interface to calculate Betti numbers and Hodge decompositions.
discrete-exterior-calculus hodge-ranking simplicial-complex computational-topology julia
Language:Julia 15
peekxc / simplextree
R package for simplifying general computation on simplicial complexes
r rcpp simplicial-complex topological-data-analysis topology
Language:C++ 14
ExpectozJJ / GeneralisedFormanRicci
Forman Ricci Curvature for Simplicial Complex.
differential-geometry simplicial-complex graph-network networkx forman ricci-curvature
Language:Jupyter Notebook 8
rrrlw / ripserr
R package porting Ripser-based persistent homology calculation engines from C++ via Rcpp. Currently ports Ripser (Vietoris-Rips complex) and Cubical Ripser (cubical complex).
ripser topological-data-analysis persistent-homology topology cubical-complex vietoris-complex rips-complex rcpp r cpp point-cloud voxel pixel r-programming r-package r-language simplicial-complex simplicial-homology cohomology algebraic-topology
Language:C++ 7
camilleg / simplicial-interpolation
Multidimensional interpolation using simplicial complexes.
interpolator delaunay-triangulation simplicial-complex opengl
Language:C++ 6
AdarshShah / High-Order-Knowledge-Graph-Completion
Inductive Higher Order Knowledge Hypergraph Completion
hypergraph-learning simplicial-complex simplicial-message-passing-neural-network
Language:Python 5
peekxc / simplextree-py
Python bindings to Simplex Tree data structure (w/ C++)
graph-datastructures simplicial-complex topological-data-analysis
Language:C++ 5
hzhbuaa / PAD_code
Probabilistic activity driven model of temporal simplicial networks and its application on higher-order dynamics
complex-networks simplicial-complex temporal-networks activity-driven
Language:Python 4
alucantonio / dctkit
A toolkit for discrete calculus.
discrete-differential-geometry discrete-exterior-calculus jax optimization python algebraic-topology simplicial-complex
Language:Python 3
codearxiv / smeans
MATLAB iterative algorithm that fits a n-dimensional simplicial complex to a point cloud in arbitrary dimensions based on a generalization of k-means clustering
k-means-clustering point-cloud meshing simplicial-complex
Language:MATLAB 3
antonio-leitao / udiph
UDiPH is a package that creates a new metric space where the points are uniformly sampled with respect to a global metric. It is oriented for creating Vietoris-Rips filtrations that are independent of the metric of the initial space.
homology topological-data-analysis machine-learning simplicial-complex filtration
Language:Python 2
dmnsgn / primitive-ellipsoid
An ellipsoid geometry for 3D rendering, including normals, UVs and cell indices (faces).
ellipsoid simplicial-complex mesh geometry primitive stackgl glsl webgl gl
Language:JavaScript 2
sidmishraw / scp
A data processing pipeline for text-mining on contents extracted from PDFs using Apriori and Simplicial Complex algorithms
simplicialcomplex apriori-algorithm docpruner pdf-processor simplicial-complex text-mining association-rules document-clustering
Language:C++ 2
junipertcy / simplicial-test
A backtracking-based algorithm to check if a given degree-size sequence can realize a simplicial complex
python3 simplicial-complex topology recursive-algorithm np-hard data-science simpliciality realizability
Language:Python 1
medpie / SComplex
Creating/visualizing simplicial complexes out of randomly generated data with computing some filterations
filteration persistence simplicial-complex simplicial-complexes persistence-module
Language:Python 1
pytopology / simplex-tree
Simplex Tree Implmentation in Python
hacktoberfest python simplextree simplicial-complex topology
Language:Python 1
TJPaik / InvariantRepresentation
Repository for "Invariant Representations of Embedded Simplicial Complexes"
deep-learning euler-characteristics graph-neural-networks mesh simplicial-complex topological-data-analysis pytorch
Language:Python 1
Plastic-Slip-Simulator
PRISBteam / Plastic-Slip-Simulator
This Python code generates a Combinatorial Discrete Cell Complex for the slip planes arrangement in FCC and BCC lattices as a set of Adjacency and Incidence matrices
complex discrete slip combinatorial crystal crystallography discrete-exterior-calculus discrete-mathematics statistical-mechanics cochain simplicial-complex plasticity
Language:Python 0
TimVWese / General.jl
Graphs.jl and NetworkDynamics.jl extensions
graphs networks dynamics julia multiplex simplicial-complex
Language:Julia 0
dmnsgn / geom-export-obj
Convert one (or more) simplicial complex geometry (positions/cells/normals/uvs) into an OBJ string.
geometry simplicial-complex obj exporter wavefront wavefront-obj
Language:JavaScript
dmnsgn / primitive-octasphere
An octasphere geometry for 3D rendering, including normals, UVs and cell indices (faces).
octasphere simplicial-complex mesh geometry primitive stackgl glsl webgl gl
Language:JavaScript
francomorando / IQM
Prolog package for Initial Quasi Manifold decomposition
simplicial-complex combinatorics computer-graphics
Language:Prolog
peekxc / splex
Package documentation
graph-datastructures simplicial-complex topological-data-analysis
Language:Jupyter Notebook
rohantmoney / Simplicial-vector-autoregressive-model
We introduce simplicial VAR models for time-varying processes observed on higher-order networks. These models adeptly capture intricate spatio-temporal dependencies within simplicial signals while significantly reducing parameter complexity relative to conventional VAR models.
filtering graph networks signal-processing simplicial-complex
Language:MATLAB