GoStats vs jsonl-graph

GoStats

GoStats is a go library for math statistics mostly used in ML domains, it covers most of the statistical measures functions. (by OGFris)

Science and Data analysis

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jsonl-graph

🏝 JSONL Graph Tools (by nikolaydubina)

Science and Data analysis Go Data Visualization JSON Graph CLI

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GoStats		jsonl-graph
	Project
-	Mentions	2
20	Stars	69
-	Growth	-
0.0	Activity	0.0
over 5 years ago	Latest Commit	over 1 year ago
Go	Language	Go
MIT License	License	MIT License

The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

GoStats

Posts with mentions or reviews of GoStats. We have used some of these posts to build our list of alternatives and similar projects.

We haven't tracked posts mentioning GoStats yet.
Tracking mentions began in Dec 2020.

jsonl-graph

Posts with mentions or reviews of jsonl-graph. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-03-17.

Show HN: A Graphviz Implementation in Rust
9 projects | news.ycombinator.com | 17 Mar 2022

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
1 project | /r/kubernetes | 20 Nov 2021

What are some alternatives?

When comparing GoStats and jsonl-graph you can also consider the following projects:

gonum/mat64

sparse - Sparse matrix formats for linear algebra supporting scientific and machine learning applications

TextRank - :wink: :cyclone: :strawberry: TextRank implementation in Golang with extendable features (summarization, phrase extraction) and multithreading (goroutine).

gonum - Gonum is a set of numeric libraries for the Go programming language. It contains libraries for matrices, statistics, optimization, and more

go-dsp - Digital Signal Processing for Go

graph - Graph algorithms and data structures

gonum/plot - A repository for plotting and visualizing data

geom - 2d geometry for golang

go.matrix - linear algebra for go

go-estimate - State estimation and filtering algorithms in Go