a Python toolbox to ease loading public time-series datasets
* +*a Python toolbox to ease loading 172 public time-series datasets
* -> 📣 TSDB now supports a total of 1️⃣7️⃣0️⃣ time-series datasets ‼️ +> 📣 TSDB now supports a total of 1️⃣7️⃣2️⃣ time-series datasets ‼️
TSDB is a part of
@@ -88,7 +88,9 @@ data = tsdb.load('physionet_2012')
tsdb.download_and_extract('physionet_2012', './save_it_here')
# datasets you once loaded are cached, and you can check them with list_cached_data()
tsdb.list_cache()
-# you can delete only one specific dataset and preserve others
+# you can delete only one specific dataset's pickled cache
+tsdb.delete_cache(dataset_name='physionet_2012', only_pickle=True)
+# you can delete only one specific dataset raw files and preserve others
tsdb.delete_cache(dataset_name='physionet_2012')
# or you can delete all cache with delete_cached_data() to free disk space
tsdb.delete_cache()
@@ -112,6 +114,8 @@ That's all. Simple and efficient. Enjoy it! 😃
| [Electricity Load Diagrams](dataset_profiles/electricity_load_diagrams) | Forecasting, Imputation |
| [Electricity Transformer Temperature (ETT)](dataset_profiles/electricity_transformer_temperature) | Forecasting, Imputation |
| [Vessel AIS](dataset_profiles/vessel_ais) | Forecasting, Imputation, Classification |
+| [PeMS Traffic](dataset_profiles/pems_traffic) | Forecasting, Imputation |
+| [Solar Alabama](dataset_profiles/solar_alabama) | Forecasting, Imputation |
| [UCR & UEA Datasets](dataset_profiles/ucr_uea_datasets) (all 163 datasets) | Classification |
diff --git a/dataset_profiles/solar_al/README.md b/dataset_profiles/solar_alabama/README.md
similarity index 100%
rename from dataset_profiles/solar_al/README.md
rename to dataset_profiles/solar_alabama/README.md
diff --git a/setup.py b/setup.py
index 3f59c1d..5e9741d 100644
--- a/setup.py
+++ b/setup.py
@@ -8,7 +8,7 @@
setup(
name="tsdb",
version=__version__,
- description="TSDB (Time Series Data Beans): a Python toolbox helping load open-source time-series datasets",
+ description="TSDB (Time Series Data Beans): a Python toolbox helping load 172 open-source time-series datasets",
long_description=README,
long_description_content_type="text/markdown",
license="BSD-3-Clause",
diff --git a/tsdb/loading_funcs/solar_alabama.py b/tsdb/loading_funcs/solar_alabama.py
index 4d3262f..674cf28 100644
--- a/tsdb/loading_funcs/solar_alabama.py
+++ b/tsdb/loading_funcs/solar_alabama.py
@@ -4,7 +4,7 @@
https://www.nrel.gov/grid/solar-power-data.html
For more information please refer to:
-https://github.com/WenjieDu/TSDB/tree/main/dataset_profiles/solar_al
+https://github.com/WenjieDu/TSDB/tree/main/dataset_profiles/solar_alabama
"""
# Created by Wenjie Du