facebookresearch/StarSpace
View on GitHub ↗ ★ 3,955 C++ archived
Learning embeddings for classification, retrieval and ranking.
12 mentions on Hacker News by 9 people: 4 stories, 8 comments · first 2017-09-14 · latest 2024-04-25
20082026
-
…these people"). Back when I was working on them I found Starspace wonderfully easy and effective: https://github.com/facebookresearch/StarSpace
comment by nl · 2024-04-25 · in Quaternion Knowledge Graph Embeddings (2019) -
▲ 2
StarSpace: General neural model for efficient learning of entity embeddingsstory by denimboy · 2022-03-31 · 1 comment
-
I like https://github.com/facebookresearch/Starspace#graphspace-lin... for fast and easy graph embedding generation via a GNN.
comment by nl · 2020-02-18 · in Graph Neural Networks – An Overview -
…pytorch-biggraph[3] (released 2 days ago) scales to trillions of edges and billions of nodes. [1] https://github.com/facebookresearch/StarSpace [2] https://arxiv.org/abs/1803.09473 [3] https://ai.facebook.com/blog/open-sourcing-pytorch-bigg…
comment by nl · 2019-04-05 · in AmpliGraph: A TensorFlow-Based Library for Knowledge Graph Embeddings -
…you do a graph representation on one side, and a phrase/sentence representation on the other. [1] https://github.com/facebookresearch/Starspace
comment by nl · 2019-02-18 · in NL-Graphs: A Hybrid Approach Toward Interactively Querying Semantic Data [pdf] -
…confused it with StarSpace [0], also by Facebook Research, which was indeed published in 2017? [0] https://github.com/facebookresearch/StarSpace
comment by Radim · 2018-01-05 · in Machine Learning Projects for the Past Year -
https://github.com/facebookresearch/StarSpace/issues/38
comment by anewhnaccount2 · 2017-10-22 · in Word embeddings in 2017: Trends and future directions -
…entity embeddings, of which word embeddings are just one type. It's a whole family of algorithms. https://github.com/facebookresearch/Starspace/
comment by visarga · 2017-10-22 · in Word embeddings in 2017: Trends and future directions -
…which also shows how this simple "entity embeddings" approach can be used for different tasks. [1] https://github.com/facebookresearch/StarSpace
comment by Matumio · 2017-10-19 · in Word vectors are awesome but you don’t need a neural network to find them -
▲ 1
StarSpace: a general-purpose neural model for learning of entity embeddingsstory by amorroxic · 2017-10-17 · 0 comments
-
▲ 3
Starspace: Facebook's General Purpose Neural Embedding Systemstory by antimatter15 · 2017-09-15 · 0 comments
-
▲ 1
Starspace - Learning embeddings for classification, retrieval and rankingstory by aSig · 2017-09-14 · 0 comments