Datasets for Time series forecasting
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Author: Nixtla
Requires Python: >=3.9
Classifiers
Development Status
- 3 - Alpha
Intended Audience
- Developers
Natural Language
- English
Programming Language
- Python :: 3.9
- Python :: 3.10
- Python :: 3.11
- Python :: 3.12
- Python :: 3.13
License
- OSI Approved :: MIT License
datasetsforecast
Datasets for time series forecasting
Install
pip install datasetsforecast
Datasets
How to use
All the modules have a load method which you can use to load the
dataset for a specific group. If you don’t have the data locally it will
be downloaded for you.
from datasetsforecast.phm2008 import PHM2008
train_df, test_df = PHM2008.load(directory='data', group='FD001')
train_df.shape, test_df.shape
((20631, 17), (13096, 17))
1.0.0
Dec 06, 2024
0.0.8
Mar 14, 2023
0.0.7
Oct 24, 2022
0.0.6
Sep 13, 2022
0.0.5
Jul 15, 2022
0.0.3
Jun 21, 2022
0.0.2
Jun 21, 2022
0.0.1
Jun 21, 2022
Wheel compatibility matrix
Files in release
Extras:
Dependencies:
aiohttp
numpy
scikit-learn
pandas
requests
tqdm
utilsforecast
(>=0.0.8)
xlrd
(>=1.0.0)