Raphael Vallat

Add standardized framework for wearable validation

9

I think it could be useful to have a Python implementation of the analytical pipeline for testing sleep-tracking wearable, originally developed (in R) by @Luca-Menghini and @SRI-human-sleep: https://github.com/SRI-human-sleep/sleep-trackers-performance > Menghini,...

The following **issues** and **PRs** should be merged: - [x] #74 and #76 - [x] #73 and #75 - [x] #71 - [x] #82 (see https://github.com/raphaelvallat/yasa/pull/89) - [x] #85 -...

Speed improvements in spindles detection

1

The spindles_detect function can be very slow when multiple channels are present and/or the sampling rate is high. Most of the overhead comes from the [yasa.moving_transform](https://raphaelvallat.com/yasa/build/html/generated/yasa.moving_transform.html#yasa.moving_transform) and [yasa.stft_power](https://raphaelvallat.com/yasa/build/html/generated/yasa.stft_power.html#yasa.stft_power) function, which...

Original discussion with @[umair-hassan](https://github.com/umair-hassan) on https://github.com/raphaelvallat/yasa/pull/71 👇 

Closes https://github.com/raphaelvallat/yasa/issues/74

Currently, [antropy.spectral_entropy](https://raphaelvallat.com/antropy/build/html/generated/antropy.spectral_entropy.html#antropy.spectral_entropy) only allows ``x`` to be in time-domain. We should add ``freqs=None`` and ``psd=None`` as possible input if users want to calculate the spectral entropy of a pre-computed power...

Survey: best hypnogram format

2

Hi everyone, This is not really an issue but rather a survey on what people think would be the best format to load and save sleep staging files (hypnogram). For...

Use MNE for data loading, filtering and resampling

10

Hi all! Following on issue https://github.com/EtienneCmb/visbrain/issues/68, I think a nice way to limit bugs in Visbrain and simplify the code would be to use MNE instead of our custom functions...

ECG peak detection robust to signal inversion

6

**Question and context** Hi here! Great work on the package 👏 👏 I am analyzing a large database of ECG recordings (n=2000+) and I suspect that for some of those...

Because of a PyPi conflict that prevented using pip to install this project (see https://github.com/raphaelvallat/entropy/issues/11), I have decided to duplicate this repository with a different name: AntroPy (https://github.com/raphaelvallat/antropy). I recommend...