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Search results for dataset time series
dataset
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time-series
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56 search results found
Sdv
⭐
1,787
Synthetic data generation for tabular data
Covid19
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1,234
JSON time-series of coronavirus cases (confirmed, deaths and recovered) per country - updated daily
Datastream.io
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761
An open-source framework for real-time anomaly detection using Python, ElasticSearch and Kibana
Transformer
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691
Implementation of Transformer model (originally from Attention is All You Need) applied to Time Series.
Time Series Forecasting With Python
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499
A use-case focused tutorial for time series forecasting with python
Multilabel Timeseries Classification With Lstm
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487
Tensorflow implementation of paper: Learning to Diagnose with LSTM Recurrent Neural Networks.
Lstm Fcn
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388
Codebase for the paper LSTM Fully Convolutional Networks for Time Series Classification
Doppelganger
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259
[IMC 2020 (Best Paper Finalist)] Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions
Motion Sense
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189
MotionSense Dataset for Human Activity and Attribute Recognition ( time-series data generated by smartphone's sensors: accelerometer and gyroscope) (PMC Journal) (IoTDI'19)
Nntimeseries
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188
Voice_activity_detection
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171
Voice Activity Detection based on Deep Learning & TensorFlow
Tabformer
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144
Code & Data for "Tabular Transformers for Modeling Multivariate Time Series" (ICASSP, 2021)
Imputets
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143
CRAN R Package: Time Series Missing Value Imputation
Breizhcrops
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123
A Satellite Time Series Dataset for Crop Type Identification
Awesome Time Series Analysis
⭐
99
This list collects learning resource, tools and dataset for time series analysis/time series data mining.
Tcpd
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88
The Turing Change Point Dataset - A collection of time series for the evaluation and development of change point detection algorithms
Tsforecasting
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79
This repository contains the implementations related to the experiments of a set of publicly available datasets that are used in the time series forecasting research space.
Forecastml
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76
An R package with Python support for multi-step-ahead forecasting with machine learning and deep learning algorithms
Tsgm
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60
Generative modeling of synthetic time series data and time series augmentations
Pysgs
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60
📈 Python interface for the Brazilian Central Bank's Time Series Management System (SGS)
Time Series Classification
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59
Classifying time series using feature extraction
Crypto Trading Strategy Backtester
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57
Easy-to-use cryptocurrency trading strategy simulator and backtester
Finance Vix
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55
CBOE Volatility Index (VIX) time-series dataset including daily open, close, high and low.
Gutentag
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53
GutenTAG is an extensible tool to generate time series datasets with and without anomalies; integrated with TimeEval.
Set_functions_for_time_series
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51
Repository of the ICML 2020 paper "Set Functions for Time Series"
Covid19 Greece Api
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48
🦠 A simple and fast API for tracking the coronavirus (COVID-19) outbreak in Greece 🇬🇷
Pytorch Gan Timeseries
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47
GANs for time series generation in pytorch
Ucrarchivefixes
⭐
42
2018 UCR Time-Series Archive: Backward Compatibility, Missing Values, and Varying Lengths
Synthetic Data Gen
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39
Various methods for generating synthetic data for data science and ML
Spatiotemporal_datasets
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39
Spatiotemporal datasets collected for network science, deep learning and general machine learning research.
Dbnr
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38
Gaussian dynamic Bayesian networks structure learning and inference based on the bnlearn package
Forecasting With Time Series Imaging
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34
time series forecasting with image
Pglib Uc
⭐
33
Benchmarks for the Unit Commitment Problem
Covid19 Italy Integrated Surveillance Data
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30
COVID-19 integrated surveillance data provided by the Italian Institute of Health and processed via UnrollingAverages.jl to deconvolve the weekly moving averages.
Ts Anomaly Benchmark
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28
Time-Series Anomaly Detection Comprehensive Benchmark
Delayembeddings.jl
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25
Delay coordinates embeddings and optimizing them
Torchtime
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25
Benchmark time series data sets for PyTorch
Financial Dataset Generator
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24
Financial Dataset Generator
Awesome Industrial Datasets
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22
A curated collection of public industrial datasets.
Stock Time Series Analysis
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18
Mathematical modeling for finantial time series data
Price Optimization Shiny
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17
Shiny app for Price Optimization using prophet and lme4 libraries for R.
Ac Vrnn
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16
PyTorch code for CVIU paper "AC-VRNN: Attentive Conditional-VRNN for Multi-Future Trajectory Prediction"
Hctsatutorial_bonneeg
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16
hctsa tutorial using the five-class Bonn EEG dataset
Pyts Repro
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15
A repository to compare the performance between the algorithms implemented in pyts and the performance reported in the literature
Oed
⭐
15
Outlier Detection for Time Series with Recurrent Autoencoder Ensembles
Gan_time_series
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14
A model to generate time series data with the purpose of augmenting a dataset of various time series.
Stepcovnet
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13
Deep Learning to Create StepMania SM FIles
Msad
⭐
13
Model Selection for Anomaly Detection in Time Series
Ondaformat
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12
A lightweight format for storing and manipulating sets of multi-sensor, multi-channel, LPCM-encodable, annotated, time-series recordings.
Tablecloth.time
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12
Tools for the processing and manipulation of time-series data in Clojure.
Unsupervised Interpretable Pattern Discovery In Time Series Using Autoencoders
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11
Code in python with tensorflow of the method described in the paper Unsupervised Interpretable Pattern Discovery in Time Series Using Autoencoders
Neuroprocdata
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11
Neuroproc dataset descriptions and dictionaries
Time Series Chart Foreign Exchange Rates
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10
Creating a time series chart using foreign exchange rates dataset with Plotly
Autoseries
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9
Benchmark_rsfmri_prediction
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9
Minimal scripts available for predictions on multiple datasets
Impact Events Dataset
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9
This repository contains a novel time-series dataset for impact detection and localization on a plastic thin-plate, towards Structural Health Monitoring applications, using ceramic piezoelectric transducers (PZTs) connected to an Internet of Things (IoT) device.
Gas Classification
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9
House Prices Uk
⭐
9
UK house prices dataset
Cloud Monitoring Dataset
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9
Public machine learning dataset for cloud monitoring
Shorttermloadforecasting
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8
Extract
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8
Supporting website for EXTRACT, the semi-supervised learning algorithm
Covid19 Geoextractor
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8
GeoFormats like Geojson time-series of Coronavirus cases (confirmed, deaths and recovered) per country - updated daily
Time2graph
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7
Source codes for Time2Graph model.
Covid 19_morocco
⭐
7
This is the data repository for the 2019 Novel Coronavirus Cases In Morocco.
Colombia_covid_19_pipe
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7
Pipeline to get data sources from Instituto Nacional de Salud - INS related to Covid19 cases daily report in Colombia to create datasets.
Ftsplot
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7
fast time series visualization
Lstm Fcn
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7
LSTM-FCN applied on ECG dataset
Tsbenchmark
⭐
7
A benchmarking framework for time series
Gans_for_spiking_time_series
⭐
7
Generative Adversarial Networks for time-series generation
C Mapss_problem
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7
Tsi
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7
TSI: Indexing and classifying gigabytes of time series under time warping This is the source code for the work published in SDM 2017: Indexing and classifying gigabytes of time series under time warping
Actant
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6
Activity analysis toolbox for Matlab
Seq2seq Time
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6
Bechmarking seq2seq models on a range of multivariate regression datasets
Fastwwsearch
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6
This work focused on fast searching for the best warping window for Dynamic Time Warping and Time Series Classification
Dtw Numba
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6
Implementation of Dynamic Time Warping algorithm with speed improvements based on Numba.
Fforma
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6
R package for Feature-based Forecast Model Averaging
Covid 19 Data
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6
COVID-19 dataset in JSON or JS form of https://github.com/CSSEGISandData/COVID-19
Stock Trading Bots
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6
Datasets for TDH-DQN trading bot, Multi-Timeframe Algorithmic Trading Bots using Thick Data Heuristics with Deep Reinforcement Learning
Ysovar
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5
Analyze YSOVAR lightcurves
Guided_motif_search
⭐
5
Time series motif discovery with users' biases
Datamining2 Advancedtopics
⭐
5
University project for Advanced DataMining exam
Coingekko_datesets_api
⭐
5
Get ANY cryptocurrency historical data
Weatherforecasting
⭐
5
Weather forecasting using RNNs
Cgraph
⭐
5
dataset for Detecting and Explaining Causes From Text For a Time Series Event, EMNLP'17
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