dgcnnClean & Documented TF2 implementation of "An end-to-end deep learning architecture for graph classification" (M. Zhang et al., 2018).
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GE-FSGGraph Embedding via Frequent Subgraphs
Stars: ✭ 39 (-13.33%)
Awesome Embedding ModelsA curated list of awesome embedding models tutorials, projects and communities.
Stars: ✭ 1,486 (+3202.22%)
nccNeural Code Comprehension: A Learnable Representation of Code Semantics
Stars: ✭ 162 (+260%)
STransESTransE: a novel embedding model of entities and relationships in knowledge bases (NAACL 2016)
Stars: ✭ 50 (+11.11%)
VCMLPyTorch implementation of paper "Visual Concept-Metaconcept Learner", NeruIPS 2019
Stars: ✭ 45 (+0%)
AlinkAlink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.
Stars: ✭ 2,936 (+6424.44%)
EulerA distributed graph deep learning framework.
Stars: ✭ 2,701 (+5902.22%)
Awesome Graph ClassificationA collection of important graph embedding, classification and representation learning papers with implementations.
Stars: ✭ 4,309 (+9475.56%)
GOSHAn ultra-fast, GPU-based large graph embedding algorithm utilizing a novel coarsening algorithm requiring not more than a single GPU.
Stars: ✭ 12 (-73.33%)
AutoSFY. Zhang, Q. Yao, J. Kwok. Bilinear Scoring Function Search for Knowledge Graph Learning. TPAMI 2022
Stars: ✭ 51 (+13.33%)
FSCNMFAn implementation of "Fusing Structure and Content via Non-negative Matrix Factorization for Embedding Information Networks".
Stars: ✭ 16 (-64.44%)
pymdeMinimum-distortion embedding with PyTorch
Stars: ✭ 420 (+833.33%)
RolXAn alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)
Stars: ✭ 52 (+15.56%)
walkletsA lightweight implementation of Walklets from "Don't Walk Skip! Online Learning of Multi-scale Network Embeddings" (ASONAM 2017).
Stars: ✭ 94 (+108.89%)
FEATHERThe reference implementation of FEATHER from the CIKM '20 paper "Characteristic Functions on Graphs: Birds of a Feather, from Statistical Descriptors to Parametric Models".
Stars: ✭ 34 (-24.44%)
TriDNRTri-Party Deep Network Representation, IJCAI-16
Stars: ✭ 72 (+60%)
resolutions-2019A list of data mining and machine learning papers that I implemented in 2019.
Stars: ✭ 19 (-57.78%)
OpenANEOpenANE: the first Open source framework specialized in Attributed Network Embedding. The related paper was accepted by Neurocomputing. https://doi.org/10.1016/j.neucom.2020.05.080
Stars: ✭ 39 (-13.33%)