benedekrozemberczki / resolutions-2019
A list of data mining and machine learning papers that I implemented in 2019.
☆21Updated 5 years ago
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- Inner product natural graph factorization machine used in 'GEMSEC: Graph Embedding with Self Clustering' .☆11Updated 2 years ago
- A distributed implementation of "Nested Subtree Hash Kernels for Large-Scale Graph Classification Over Streams" (ICDM 2012).☆9Updated 2 years ago
- An implementation of "Multi-Level Network Embedding with Boosted Low-Rank Matrix Approximation" (ASONAM 2019).☆36Updated 2 years ago
- An implementation of "Fusing Structure and Content via Non-negative Matrix Factorization for Embedding Information Networks".☆20Updated 2 years ago
- A generator for unit disk graphs conditioned on concave hull cover.☆10Updated 2 years ago
- Solution for the Ultimate Student Hunt Challenge (1st place).☆9Updated 2 years ago
- Solution for ENS - Societe Generale Challenge (1st place).☆6Updated 3 years ago
- A curated list of network embedding techniques.☆34Updated 4 years ago
- A PyTorch Implementation of "SINE: Scalable Incomplete Network Embedding" (ICDM 2018).☆72Updated last year
- A sparsity aware implementation of "Binarized Attributed Network Embedding" (ICDM 2018).☆87Updated last year
- A sparsity aware implementation of "Enhanced Network Embedding with Text Information" (ICPR 2018).☆74Updated 2 years ago
- A NetworkX implementation of "Ego-splitting Framework: from Non-Overlapping to Overlapping Clusters" (KDD 2017).☆84Updated last year
- A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).☆64Updated 2 years ago
- An implementation of "Network Representation Learning with Rich Text Information" (IJCAI '15).☆60Updated 2 years ago
- An implementation of "Community Preserving Network Embedding" (AAAI 2017)☆121Updated 2 years ago
- A sparsity aware and memory efficient implementation of "Attributed Social Network Embedding" (TKDE 2018).☆82Updated 2 years ago
- A NetworkX implementation of Label Propagation from a "Near Linear Time Algorithm to Detect Community Structures in Large-Scale Networks"…☆124Updated 2 years ago
- An implementation of "EdMot: An Edge Enhancement Approach for Motif-aware Community Detection" (KDD 2019)☆132Updated 2 years ago
- A sparsity aware implementation of "Biological Network Comparison Using Graphlet Degree Distribution" (Bioinformatics 2007)☆26Updated 2 years ago
- Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.☆126Updated 2 years ago
- An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)☆70Updated 2 years ago
- A lightweight implementation of Walklets from "Don't Walk Skip! Online Learning of Multi-scale Network Embeddings" (ASONAM 2017).☆105Updated last year
- A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).☆202Updated last year
- Source code for EvalNE, a Python library for evaluating Network Embedding methods.☆106Updated 10 months ago
- embedding attributed graphs☆58Updated 3 years ago
- Implementation of the paper "Community Detection with Graph Neural Networks", [1] in Pytorch☆36Updated 7 years ago
- A scalable implementation of "Learning Structural Node Embeddings Via Diffusion Wavelets (KDD 2018)".☆183Updated last year
- A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).☆166Updated 2 years ago
- A sparsity aware implementation of "Alternating Direction Method of Multipliers for Non-Negative Matrix Factorization with the Beta-Diver…☆46Updated 2 years ago
- RDyn: graph benchmark handling community dynamics☆23Updated 9 months ago