TSFuse
Python package for automatically constructing features from multi-view time series data.
Installation
TSFuse requires Python 3 and the following packages:
- Cython>=0.28.5
- numpy>=1.16.1
These packages can be installed using pip:
pip install "cython>=0.28.5" "numpy>=1.16.1"
To install the latest unreleased version of TSFuse from GitHub:
pip install git+https://github.com/arnedb/tsfuse#egg=tsfuse
Documentation
The documentation is available on https://arnedb.github.io/tsfuse/
Examples on how to use TSFuse are shown in the getting started page and the synthetic sine waves demo notebook.
Paper
To learn more about TSFuse's feature construction method, read the following paper:
Arne De Brabandere, Pieter Robberechts, Tim Op De Beéck and Jesse Davis. Automating Feature Construction for Multi-View Time Series Data. ECML/PKDD Workshop on Automating Data Science 2019.
2 maintainers
Metadata
2 maintainers
Release files for tsfuse 0.2.3
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| tsfuse-0.2.3.tar.gz | 34.0 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| tsfuse-0.2.3-cp310-cp310-manylinux_2_39_x86_64.whl | CPython 3.10 | CPython 3.10 | Linux glibc 2.39+ x86-64 | Details |
Total release size: 77.9 kB
Release files / tsfuse-0.2.3.tar.gz
| Download URL | tsfuse-0.2.3.tar.gz |
|---|---|
| Size | 34.0 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
9a1c11b8b27b5634820d7ee77b43d4b7622f2218ef4689a994c2a1a7093f8c93
|
|
BLAKE2b-256 checksum How to use checksums |
dd1836c1bc6803abae2e186995ab249884843791b91946a11e773a706b8c2409
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
poetry/1.6.1 CPython/3.8.10 Linux/6.8.0-52-generic
|
Release files / tsfuse-0.2.3-cp310-cp310-manylinux_2_39_x86_64.whl
| Download URL | tsfuse-0.2.3-cp310-cp310-manylinux_2_39_x86_64.whl |
|---|---|
| Size | 44.0 kB |
| Tags | CPython 3.10 Linux glibc 2.39+ x86-64 |
|
SHA-256 checksum How to use checksums |
2f326f85ec5125efe3088e9b3ee9c907491cd695c995dac3702fcd0c057641fe
|
|
BLAKE2b-256 checksum How to use checksums |
2c8d1a5640dc6eacefe38ee9480fde45ec07c6fb4b201fe3d16638c820b42892
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
poetry/1.6.1 CPython/3.8.10 Linux/6.8.0-52-generic
|
