jsonl-graph
go.matrix
jsonl-graph | go.matrix | |
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2 | - | |
71 | 336 | |
- | - | |
4.9 | 0.0 | |
about 2 months ago | over 5 years ago | |
Go | Go | |
MIT License | GNU General Public License v3.0 or later |
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jsonl-graph
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Show HN: A Graphviz Implementation in Rust
Yeah, more-and-more I am inclining building ML project for graph visualization.
I have worked on graph visualisation for some time, did https://github.com/nikolaydubina/jsonl-graph and https://github.com/nikolaydubina/go-graph-layout
Been studying research papers on graph visualization.
It looks like we need some Deep Learning / ML based approach to this.
There is just so much meaning is encoded into XY coordinates and edges. Basic algorithms like Sugiyama produce meaningful visualizations only for simple and basic graphs.
When number of edges goes to the roof or nodes.. basic algorithms break down. Graphs become meaningless.
You have to make graphs by hand to make sense of it.
- CLI tool to make graphs of K8S resources
go.matrix
We haven't tracked posts mentioning go.matrix yet.
Tracking mentions began in Dec 2020.
What are some alternatives?
sparse - Sparse matrix formats for linear algebra supporting scientific and machine learning applications
gonum/mat64
gonum - Gonum is a set of numeric libraries for the Go programming language. It contains libraries for matrices, statistics, optimization, and more
evaler - Implements a simple floating point arithmetic expression evaluator in Go (golang).
graph - Graph algorithms and data structures
blas - Go implementation of BLAS (Basic Linear Algebra Subprograms)
gonum/plot - A repository for plotting and visualizing data
Stats - A well tested and comprehensive Golang statistics library package with no dependencies.
geom - 2d geometry for golang
chart - Provide basic charts in go
go-estimate - State estimation and filtering algorithms in Go
pagerank - Weighted PageRank implementation in Go