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Update README.md 		2021-02-20 00:48:16 +08:00
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AirQualityUCI Adds train and test data for air quality 2021-02-17 03:23:05 +08:00
USTreasuryRates Added multivariate datasets 2021-02-04 08:06:12 +08:00
WorldBankHealth Added multivariate datasets 2021-02-04 08:06:12 +08:00
cc Tranferred datasets to data folder 2021-02-04 14:52:36 +08:00
cwt Add inertial signals for train and test 2021-02-04 15:21:07 +08:00
fft Tranferred datasets to data folder 2021-02-04 14:52:36 +08:00
5 specie data set.csv added data 2021-02-05 15:23:33 +08:00
Angat_dataset.csv organized data 2021-02-04 22:04:59 +08:00
ESM2_Data_noise.csv added data 2021-02-05 15:23:33 +08:00
Ipo_dataset.csv organized data 2021-02-04 22:04:59 +08:00
La Mesa_dataset.csv organized data 2021-02-04 22:04:59 +08:00
NFLX3.csv Add data for Chapter 2 2021-02-04 18:33:36 +08:00
README.md Update README.md 2021-02-20 00:48:16 +08:00
cage_drowning.csv organized data 2021-02-04 22:04:59 +08:00
cars.csv Add data for Chapter 2 2021-02-04 18:33:36 +08:00
co2_temp - combined.csv organized data 2021-02-04 22:04:59 +08:00
description of 5 specie data set.txt added data 2021-02-05 15:23:33 +08:00
description of ESM2_Data_noise.txt added data 2021-02-05 15:23:33 +08:00
jena_climate_2009_2016.csv Added multivariate datasets 2021-02-04 08:06:12 +08:00
test_series.csv Add hourly jena train/val/test CSVs 2021-02-19 22:35:02 +08:00
test_series_datetime.csv Add train-val-test data for jena 2021-02-17 03:24:37 +08:00
train_series.csv Add hourly jena train/val/test CSVs 2021-02-19 22:35:02 +08:00
train_series_datetime.csv Add train-val-test data for jena 2021-02-17 03:24:37 +08:00
val_series.csv Add hourly jena train/val/test CSVs 2021-02-19 22:35:02 +08:00
val_series_datetime.csv Add train-val-test data for jena 2021-02-17 03:24:37 +08:00
wwwusage.csv Add data for Chapter 1 2021-02-04 22:18:26 +08:00

README.md

Datasets

Name Desciption Chapter
Jena Climate Timeseries recorded at the Weather Station at the Max Planck Institute for Biogeochemistry in Jena, Germany from 2009 to 2016. It contains 14 different quantities (such air temperature, atmospheric pressure, humidity, wind direction, and so on) were recorded every 10 minutes. 1 to 8
train_series/train_series_datetime Training data based on Jena Climate dataset containing hourly samples 1 to 8
val_series/val_series_datetime Validation data based on Jena Climate dataset containing hourly samples 1 to 8
test_series/test_series_datetime Test data based on Jena Climate dataset containing hourly samples 1 to 8
wwwusage Synthetic data 1
NFLX3 Truncated daily closing prices of the stock NFLX in 2020, downloaded from yahoo finance 2
Cars Simple demonstrative data on cars (from w3schools.com) with car model, volume, weight, and CO2 emission included 2
Air Quality Hourly averaged measurements obtained from an Air Quality Chemical Multisensor Device which was located on the field of polluted area at an Italian city. 3
Global Health Key health statistics from a variety of sources to provide a look at global health and population trends. It includes information on nutrition, reproductive health, education, immunization, and diseases from over 200 countries. 3
US Treasury Rates Weekly data of US Treasury rates from January 1982 to December 2016 3
5 species data set Model example of five-species resource–consumer–predator interaction. Resource, Consumer 1, Consumer 2, Predator 1, and Predator 2 are represented by R, C1, C2, P1, and P2, respectively 5
ESM 2 Data Noise Artificial time series of red noise and logistic map for the demonstration of simplex projection and S-map. 5
cage_drowning Number of Nicolas Cage Films and drowing incidents in the US 6
Angat_dataset Angat dam levels, rainfall, and irrigation water flow 4, 6
Ipo_dataset Ipo dam levels, rainfall, and irrigation water flow 4, 6
co2_temp - combined Global CO2, temperature change, and Arctic sea ice area data from NASA 6
cc Stream flow of a river and the precipitation in the surrounding area 7
fft Jena climate dataset 7
cwt (UCI HAR dataset) Human Activity Recognition database built from the recordings of 30 subjects performing activities of daily living (ADL) while carrying a waist-mounted smartphone with embedded inertial sensors. 7