Highly Scalable Distributed Node2Vec Algorithm Library
Project description
Node2Vec
A highly scalable distributed node2vec algorithm
Installation
pip install node2vec-fugue
Release History
0.3.1
- 1st open-source version
- highly scalable to graph with hundreds of millions of vertices and billions of edges
- Can handle highly sparse graphs and skewed graphs
0.2.13
- Refactor and add native PySpark node2vec
0.2.9
- alternative persist in bfs
- improve alias calculation
0.2.8
- Significant improvement on handling hotspot vertices
- Fix misuse of Fugue compute()
0.2.5
- Add indexer of graph vertices
- Allow trimming hotspot vertices
0.2.4
- Use Apache-2.0 license
0.2.3
- Add graph indexer for arbitrary vertex names
- Refactor layout
0.2.2
- support word2vec on either gensim or spark.ml.feature backend
- fully tested
0.2.1
- change the interface to support backend compute engine
- use iterable to replace most pandas usage
0.2.0
- support fugue based node2vec
- not yet support input format validation and vertex indexing
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
node2vec-fugue-0.3.1.tar.gz
(16.6 kB
view hashes)
Built Distribution
Close
Hashes for node2vec_fugue-0.3.1-py3-none-any.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 39511ee94a166a45f9e1d8100b9ca2bda35ecc9f8975f7ac5f18b6ca7cec3e52 |
|
MD5 | bafe7b2555e03480b3806a00d95288b8 |
|
BLAKE2b-256 | c60f0c3cbe83e29c00b23cbc5bfb8efc63221198fa0b25d5189dfeda398e2eee |