rustymind
plotly.rs
| rustymind | plotly.rs | |
|---|---|---|
| 3 | 7 | |
| 44 | 970 | |
| - | 3.3% | |
| 0.0 | 4.7 | |
| about 2 years ago | 4 days ago | |
| Rust | Rust | |
| MIT License | GNU General Public License v3.0 or later |
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rustymind
- Open-source library and tools to parse and visualize EGG data from NeuroSky headsets
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Cross-platform library to parse and visualize brainwaves with NeuroSky headsets
Hi, I would like to share a cool NeuroSky related project that's written in the Rust programming language: https://github.com/junjunjd/rustymind.
- Parse and visualize brainwaves with Rust
plotly.rs
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Lets-Plot: An open-source plotting library by JetBrains
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+.
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What dashboard UI tools does the Rust ecosystem have?
There is a port of plotly to Rust (https://github.com/igiagkiozis/plotly). I used to make plots in Python using the python bindings and pandas, but never used the Rust bindings. I imagine it could be very powerful when integrated with polars.
- Plotting library for lots of points
- What's are good plotting libraries?
- Plotly-rs v0.8.1 released - create advanced and interactive charts with Rust. Supports Wasm.
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Data visualization in rust
Check out https://github.com/igiagkiozis/plotly
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Blog Post: Builder Lite
We use this pattern extensively in plotly.rs, e.g.: here, with good success.
What are some alternatives?
rustDTW - Python extension backed by a multi-threaded Rust implementation of Dynamic Time Warping (DTW).
graphest - A faithful graphing calculator
Peroxide - Rust numeric library with R, MATLAB & Python syntax
SciencePlots - Matplotlib styles for scientific plotting
lowcharts - Tool to draw low-resolution graphs in terminal
muse-js - Muse 2016 EEG Headset JavaScript Library (using Web Bluetooth)
Plotly.jl - A Julia interface to the plot.ly plotting library and cloud services
ironbci - Open-Source Brain-Computer Interface, ADS1299 and STM32
datashader - Quickly and accurately render even the largest data.
brainflow - BrainFlow is a library intended to obtain, parse and analyze EEG, EMG, ECG and other kinds of data from biosensors
cli-candlestick-chart - 📈 Display candlestick charts right into your terminal.