TL-for-TSC

KO | EN

gitlite — search

#python #java #python3 #arduino #golang #machine-learning #rust #html #flask #javascript #seismology #nodejs

★ 13 Open GitHub ↗

No description available.

// repository documentation

Was this content helpful?

★ 0 (0 ratings)

# Transfer learning for time series classification using synthetic data generation
<h1 align="center">
  <br>
  <img src="https://github.com/YR234/TL-for-TSC/blob/main/method_overview.png" alt="Synthetic" width="1000">
</h1>
Synthetic Time series data generator is the open source code from the the paper "Transfer learning in time series classification using synthetic data generation"

## Install
Clone repository, then:
```
$ pip install -r requirements.txt
```
## Usage
All of the code is well documented. </br>
We strongly reccomend to see our [tutorial notebook](https://github.com/YR234/TL-for-TSC/blob/main/starter_tutorial.ipynb) for a simple explaination on how to use our generator.</br>

## Our own 15,000,000 time series generated synthetic data
Our data is available for the community at: [Synthetic data](https://github.com/YR234/TL-for-TSC/tree/main/synthetic%20data)

## Citation
https://link.springer.com/chapter/10.1007/978-3-031-07689-3_18
Or
https://arxiv.org/pdf/2207.07897.pdf

## Help
For help, feel free to contact me at: rotemyar@post.bgu.ac.il

TL-for-TSC

Explore Similar Repositories

Was this content helpful?

Recent Feedback

Download README