What are the best open-source alternatives to Hyperbolic Embeddings?

Question 1

Accepted Answer

5 open-source projects similar to amazon-research/hyperbolic-embeddings, ranked by shared features. Top picks: acbull/gpt-gnn, cripac-dig/grace, petarv-/dgi, pnnl/slice, thudm/graphmae.

Question 2

Is acbull/gpt-gnn a good alternative to Hyperbolic Embeddings?

Accepted Answer

acbull/gpt-gnn is an open-source alternative to Hyperbolic Embeddings.

Question 3

Is cripac-dig/grace a good alternative to Hyperbolic Embeddings?

Accepted Answer

[GRL+ @ ICML 2020] PyTorch implementation for "Deep Graph Contrastive Representation Learning" (https://arxiv.org/abs/2006.04131v2)

Question 4

Is petarv-/dgi a good alternative to Hyperbolic Embeddings?

Accepted Answer

petarv-/dgi is an open-source alternative to Hyperbolic Embeddings.

Question 5

Is pnnl/slice a good alternative to Hyperbolic Embeddings?

Accepted Answer

Subgraph Based Learning of Contextual Embedding

Question 6

Is thudm/graphmae a good alternative to Hyperbolic Embeddings?

Accepted Answer

GraphMAE: Self-Supervised Masked Graph Autoencoders in KDD'22

Open-source alternatives to Hyperbolic Embeddings

acbull/GPT-GNN

CRIPAC-DIG/GRACE

PetarV-/DGI

pnnl/SLICE

THUDM/GraphMAE