GTmac / FastRPLinks
Code for the CIKM 2019 Paper "Fast and Accurate Network Embeddings via Very Sparse Random Projection"
☆58Updated 5 years ago
Alternatives and similar repositories for FastRP
Users that are interested in FastRP are comparing it to the libraries listed below
Sorting:
- Given an input graph (ArangoDB or PyG) it generates graph embeddings using Low-Code framework built on top of PyG.☆68Updated last year
- (Personalized) Page-Rank computation using PyTorch☆92Updated 2 years ago
- A tiny library for larger graphs☆119Updated last year
- Node Embeddings in Dynamic Graphs☆57Updated 3 years ago
- The reference implementation of FEATHER from the CIKM '20 paper "Characteristic Functions on Graphs: Birds of a Feather, from Statistical…☆49Updated 2 years ago
- Benchmark for Graph Embedding Methods☆47Updated 4 years ago
- 🏅 KG Inductive Link Prediction Challenge (ILPC) 2022☆85Updated 3 years ago
- Reference implementation of the paper VERSE: Versatile Graph Embeddings from Similarity Measures☆133Updated 4 years ago
- SIGN: Scalable Inception Graph Network☆95Updated 4 years ago
- A NetworkX implementation of "Ego-splitting Framework: from Non-Overlapping to Overlapping Clusters" (KDD 2017).☆84Updated 2 years ago
- Fast (Personalized) PageRank Implementation☆69Updated 2 years ago
- Compositional and Parameter-Efficient Representations for Large Knowledge Graphs (ICLR'22)☆142Updated 3 years ago
- The SEMB library is an easy-to-use tool for getting and evaluating structural node embeddings in graphs.☆18Updated 2 years ago
- A set of benchmark repositories for node classification on knowledge graphs. To use, see https://github.com/pbloem/kgbench-loader☆28Updated 2 years ago
- Automatic feature extraction and node role assignment for transfer learning on graphs (ReFeX & RolX)☆88Updated last year
- From Random Walks to Transformer for Learning Node Embeddings (ECML-PKDD 2020) (In Pytorch and Tensorflow)☆42Updated 4 years ago
- Source code from the article "FastGAE: Scalable Graph Autoencoders with Stochastic Subgraph Decoding" by G. Salha, R. Hennequin, J.B. Rem…☆27Updated 3 years ago
- ☆96Updated 2 years ago
- tNodeEmbed☆79Updated 2 years ago
- Fast and scalable node2vec implementation☆96Updated 2 years ago
- An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)☆69Updated 2 years ago
- Code to reproduce the results in the paper Supervised Learning on Relational Databases with Graph Neural Networks.☆63Updated 5 years ago
- Source code for EvalNE, a Python library for evaluating Network Embedding methods.☆106Updated last year
- A fast, parallelized, memory efficient, and cache-optimized Python implementation of node2vec☆169Updated 2 weeks ago
- TigerLily: Finding drug interactions in silico with the Graph.☆100Updated 2 years ago
- Examples using PyTorch-BigGraph☆17Updated 6 years ago
- A NetworkX implementation of Label Propagation from a "Near Linear Time Algorithm to Detect Community Structures in Large-Scale Networks"…☆125Updated 2 years ago
- Hierarchical graph clustering☆38Updated 7 years ago
- ☆33Updated 10 months ago
- A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).☆167Updated 2 years ago