tsaug
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arundo
A Python package for time series augmentation
We like to start using type hints for better practice of python programming. For a first-time contributor, this is probably a nice starting point, as you will go through every...
Hi! I noticed that documentation is actually missing few important notes. For instance, first example contains such snippet: ```python >>> import numpy as np >>> X = np.load("./X.npy") >>> Y...
Hello, I have a use case where I apply temporal augmentation with the same random anchor across multiple time series within a segmented object. I.e., I want certain augmentations to...
Might be related to https://github.com/arundo/tsaug/issues/1 In the current state of the package, the `_Augmenter` class is an internal class that should not be used outside of the package itself... but...
Hello I'm very interested to use and apply Tsaug library in my personal project. I have read the paper "Data Augmentation ofWearable Sensor Data for Parkinson’s Disease Monitoring using Convolutional...
The shape of X is `(54, 337)` and the shape of y is `(54,)`. But I am getting error. I am using the following code ``` from tsaug import TimeWarp,...
I noticed that while augmenting multi-variate time series data, augmented data is concatenated on 0 axes, instead of being added to a new axis ie third axis. Let suppose data...
First of all, many thanks to issue this open source library! I have been trying to model a time series regression with a limited time series data set. In particular,...
Hello, I'd like to ask about the normalize parameter in add_noise, I'm using it so that it is True, I'm finding where to use this parameter in add_noise, and I...
So clcolors[j % 10] in line 127 will not fail if you have more than 9 labels
