VHRanger/nodevectors
View on GitHub ↗ ★ 558 Python
Fastest network node embeddings in the west
6 mentions on Hacker News by 2 people: 0 stories, 6 comments · first 2021-01-04 · latest 2023-07-04
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…algo for general graphs) or ProNE (if you have enough RAM) are also very cheap computationally [1] https://github.com/VHRanger/nodevectors
comment by VHRanger · 2023-07-04 · in Vectorizing Graph Neural Networks (2020) -
…access, ~150mb/s with mmap. [1] https://www.singlelunch.com/2019/08/01/700x-faster-node2vec-... [2] https://github.com/VHRanger/nodevectors
comment by VHRanger · 2023-07-03 · in Vectorizing Graph Neural Networks (2020) -
…second order methods to avoid the embeddings being too filamented by long random walk sampling. [1] https://github.com/VHRanger/nodevectors [2] https://github.com/AnacletoLAB/grape/
comment by VHRanger · 2023-04-10 · in Zoomable, animated scatterplots in the browser that scales over a billion points -
…best for tabular data. I maintain a library on it here, but there's plenty of good alternatives: https://github.com/VHRanger/nodevectors
comment by VHRanger · 2022-03-27 · in Word2Vec Explained. Explaining the Intuition of Word2Vec -
…using it in a python graph library to write graph traversal routines and it's done me very well: https://github.com/VHRanger/nodevectors The best part is the native openMP support on for loops IMO. Makes parallelism in data work very…
comment by VHRanger · 2022-02-19 · in Faster Python calculations with Numba -
…to search for python libs which might handle that much data. This is why I've been using your lib ( https://github.com/VHRanger/nodevectors ) for at least 2 weeks now as well as these 2 other libs: https://github.com/louisabraham/fastnode2v…
comment by beaupletga · 2021-01-04 · in Why I'm Lukewarm on Graph Neural Networks