https://github.com/dyballa/dynamic-connectomes
공식 코드Learning dynamic representations of the functional connectome in neurobiological networks
Papers with Code 아카이브
Community Detection
태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.
- 하위 태스크
- 3
- 평가표
- 14
- 보존된 평가 기록
- 17
Community Detection is one of the fundamental problems in network analysis, where the goal is to find groups of nodes that are, in some sense, more similar to each other than to the other nodes.
Source: Randomized Spectral Clustering in Large-Scale Stochastic Block Models
코드
관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.
https://github.com/eXascaleInfolab/daor
공식 코드Bridging the Gap between Community and Node Representations: Graph Embedding via Community Detection
https://github.com/echalmers/hippocluster
공식 코드Hippocluster: an efficient, hippocampus-inspired algorithm for graph clustering
https://github.com/edisonleeeee/magi
공식 코드Revisiting Modularity Maximization for Graph Clustering: A Contrastive Learning Perspective
https://github.com/edouardoyallon/interferometric-graph-transform
공식 코드Interferometric Graph Transform: a Deep Unsupervised Graph Representation
https://github.com/egordm/mgtcom
공식 코드https://github.com/ejmric/trifaststmf
공식 코드https://github.com/ethanhezhao/NARM
공식 코드https://github.com/ferencberes/covid-vaccine-network
공식 코드https://github.com/filipinascimento/rmodularity
공식 코드https://github.com/floklimm/graphon
공식 코드https://github.com/flyingdoog/rwm
공식 코드https://github.com/fondationsahar/dynamic_community_detection
공식 코드https://github.com/frankfyf/G-manifold-learning
공식 코드Unsupervised Co-Learning on $\mathcal{G}$-Manifolds Across Irreducible Representations
https://github.com/frankfyf/joint_cluster_sync_sdp
공식 코드Joint Community Detection and Rotational Synchronization via Semidefinite Programming
https://github.com/frankfyf/joint_cluster_sync_spectral
공식 코드A Spectral Method for Joint Community Detection and Orthogonal Group Synchronization
https://github.com/fraspass/dcsbm
공식 코드Spectral clustering on spherical coordinates under the degree-corrected stochastic blockmodel
https://github.com/fraspass/sbm
공식 코드Bayesian estimation of the latent dimension and communities in stochastic blockmodels
https://github.com/ftheberge/abcdoexperiments
공식 코드Artificial Benchmark for Community Detection with Outliers (ABCD+o)
https://github.com/ftheberge/graph-partition-and-measures
공식 코드Ensemble Clustering for Graphs: Comparisons and Applications
https://github.com/geods/region2vec-gat
공식 코드GeoAI-Enhanced Community Detection on Spatial Networks with Graph Deep Learning
https://github.com/glmbraun/vecsbm
공식 코드VEC-SBM: Optimal Community Detection with Vectorial Edges Covariates
https://github.com/guillaumesalhagalvan/modularity_aware_gae
공식 코드Modularity-Aware Graph Autoencoders for Joint Community Detection and Link Prediction
https://github.com/gyyang/nn-brain
공식 코드https://github.com/hanjindong/hmtrl-pytorch
공식 코드A Survey on Machine Learning Solutions for Graph Pattern Extraction
https://github.com/jacobh140/century-of-college-football
공식 코드A Spectral Framework for Tracking Communities in Evolving Networks
https://github.com/jacobh140/spectral-dcd
공식 코드A Spectral Framework for Tracking Communities in Evolving Networks
https://github.com/jeshi96/parallel-correlation-clustering
공식 코드Scalable Community Detection via Parallel Correlation Clustering
https://github.com/jesusdaniel/glmblock
공식 코드Simultaneous prediction and community detection for networks with application to neuroimaging
https://github.com/jesusdaniel/spcaCD
공식 코드Overlapping community detection in networks via sparse spectral decomposition
https://github.com/joey001/ListPlex
공식 코드https://github.com/joey001/kplex_degen_gap
공식 코드Fast Maximum $k$-Plex Algorithms Parameterized by Small Degeneracy Gaps
https://github.com/johneverettkoo/pabm-grdpg
공식 코드Popularity Adjusted Block Models are Generalized Random Dot Product Graphs
https://github.com/jonhehir/acsbm
공식 코드https://github.com/joshuabehne/GROME
공식 코드Fundamental limits for rank-one matrix estimation with groupwise heteroskedasticity
https://github.com/junipertcy/bipartiteSBM
공식 코드Community Detection in Bipartite Networks with Stochastic Blockmodels
출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.