Top 6 Rust Data Visualization Projects

plotly.rs

7 957 4.7 Rust

Plotly for Rust

Project mention: Lets-Plot: An open-source plotting library by JetBrains | news.ycombinator.com | 2023-07-15

That's odd. Are you sure this is not related to Jupyter? I use plotly.js via a Rust wrapper (https://github.com/igiagkiozis/plotly) and the performance seems ok when generating a static, interactive html. The wrapper language itself should be irrelevant here. Is it the same if you generate a static html-file?
While I can't speak for millions of data points, generating a gyroscope plot with x, y, z, where each gyro axis is 400k+ samples is fine performance wise. This is generating a static, interactive html. Zooming etc is fine on my M1 MacbookPro 13" - delay when zooming in this specific case is maybe 0.5secs. The html-file is 60mb+.

percival

12 571 0.0 Rust

📝 Web-based, reactive Datalog notebooks for data analysis and visualization

Project mention: Learn Datalog Today | news.ycombinator.com | 2024-01-21

Souffle and Cozo mentioned below already implement the whole of "traditional" datalog.
Percival (https://github.com/ekzhang/percival) has some very nice examples showing how you can interactively write and test rules on top of a datalog interpreter.
Bud (http://bloom-lang.net/bud/) is Hellerstein's proof of concept playground. It has bit-rotted in the past few years, but the examples are readable even if you can't easily get it working.
The complexity can be quite good. You can syntactically determine when you've written linear recursion (equivalent to a for loop) vs not. Otherwise, the complexity is what you'd expect from incremental view maintenance in a normal SQL database. Which is to say O(n^k) with k being the number of relations joined, but usually much, much less with appropriate indexes and skew in the data. All the usual tricks concerning data normalization and indexes from databases apply.

InfluxDB

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
egui_graphs

5 306 8.9 Rust

Interactive graph visualization widget for rust powered by egui and petgraph

Project mention: Some cool wikipedia article links visualization with rust | /r/visualization | 2023-07-11

wikilinks project with egui_graphs

neural-network-from-scratch

3 114 0.0 Rust

A neural network library written from scratch in Rust along with a web-based application for building + training neural networks + visualizing their outputs

Project mention: Examine individual neurons of a small neural network in the browser | news.ycombinator.com | 2023-05-10

bhtsne

2 57 0.0 Rust

Parallel Barnes-Hut t-SNE implementation written in Rust.
ux-charts

3 33 0.0 Rust

Simple, responsive, modern Charts with zero dependencies

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).