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42 search results found

Tigramite ⭐ 1,072

Tigramite is a python package for causal inference with a focus on time series data. The Tigramite documentation is at

Anime Offline Database ⭐ 770

Updated every week: A JSON based anime data set containing the most important meta data as well as cross references to various anime sites such as MAL, ANIDB, ANILIST, KITSU and more...

Transformer ⭐ 691

Implementation of Transformer model (originally from Attention is All You Need) applied to Time Series.

Time Series Forecasting With Python ⭐ 499

A use-case focused tutorial for time series forecasting with python

Lstm Fcn ⭐ 388

Codebase for the paper LSTM Fully Convolutional Networks for Time Series Classification

Doppelganger ⭐ 259

[IMC 2020 (Best Paper Finalist)] Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions

Datatable ⭐ 218

A go in-memory table

Motion Sense ⭐ 189

MotionSense Dataset for Human Activity and Attribute Recognition ( time-series data generated by smartphone's sensors: accelerometer and gyroscope) (PMC Journal) (IoTDI'19)

Imputets ⭐ 143

CRAN R Package: Time Series Missing Value Imputation

Breizhcrops ⭐ 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.

Torch Kalman ⭐ 95

THIS PROJECT HAS BEEN MOVED: https://github.com/strongio/torchcast

Covid 19 Casestudy And Predictions ⭐ 90

This repository is a case study, analysis and visualization of COVID-19 Pandemic spread along with prediction models.

The Turing Change Point Dataset - A collection of time series for the evaluation and development of change point detection algorithms

Forecastml ⭐ 76

An R package with Python support for multi-step-ahead forecasting with machine learning and deep learning algorithms

Ijcnn19ensemble ⭐ 64

Deep Neural Network Ensembles for Time Series Classification

📈 Python interface for the Brazilian Central Bank's Time Series Management System (SGS)

Time Series Classification ⭐ 59

Classifying time series using feature extraction

Sars2pack ⭐ 56

An R package with over 50 highly cited, read-to-use, up-to-date COVID-19 pandemic data resources

Finance Vix ⭐ 55

CBOE Volatility Index (VIX) time-series dataset including daily open, close, high and low.

Set_functions_for_time_series ⭐ 51

Repository of the ICML 2020 paper "Set Functions for Time Series"

Ipeadatapy ⭐ 51

ipeadatapy is a data and metadata extraction package made in Python using Ipeadata database official API. In it's essence it is an API wrapper.

Pytorch Gan Timeseries ⭐ 47

GANs for time series generation in pytorch

Timeseriesclustering.jl ⭐ 45

Julia implementation of unsupervised learning methods for time series datasets. It provides functionality for clustering and aggregating, detecting motifs, and quantifying similarity between time series datasets.

Time-series topology data analysis tool suite (TS-TOP) and datasets for characterizing and classifying time-series data

Forecasting With Time Series Imaging ⭐ 34

time series forecasting with image

Satellite Telemetry Anomaly Detection ⭐ 33

Unsupervised machine learning techniques for detecting anomalies in LASP spacecraft telemetry

Time Series Prediction Lstm Pytorch ⭐ 30

Time Series Prediction with LSTM Using PyTorch

Hip Popularity ⭐ 25

This repo contains data, source code and other ressources related to the HIP model for online popularity of YouTube videos.

Sprintz time series compression algorithm

Bench Vldb20 ⭐ 24

Time Series Classification ⭐ 22

Short and long time series classification using convolutional neural networks

Deep Adaptive Input Normalization for Time Series Forecasting

Stock Time Series Analysis ⭐ 18

Mathematical modeling for finantial time series data

Hctsatutorial_bonneeg ⭐ 16

hctsa tutorial using the five-class Bonn EEG dataset

Metacycle ⭐ 16

An integrated R package to evaluate periodicity in large scale data

Outlier Detection for Time Series with Recurrent Autoencoder Ensembles

Gan_time_series ⭐ 14

A model to generate time series data with the purpose of augmenting a dataset of various time series.

Tablecloth.time ⭐ 12

Tools for the processing and manipulation of time-series data in Clojure.

R Package for Macroecological Analysis of Time Series Structure (MATSS)

Time Series Chart Foreign Exchange Rates ⭐ 10

Creating a time series chart using foreign exchange rates dataset with Plotly

Influxdb Sample Data ⭐ 10

Sample time series data used to test InfluxDB

Stacked_lstms_highway_residual_on_timeseries_datasets ⭐ 9

Time Series Analysis And Prediction ⭐ 9

Using Deep Learning and RNN/LSTM for Time Series Learning and Prediction

Cloud Monitoring Dataset ⭐ 9

Public machine learning dataset for cloud monitoring

Supporting website for EXTRACT, the semi-supervised learning algorithm

Time2graph ⭐ 7

Source codes for Time2Graph model.

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

Time Series Similarity Engine ⭐ 7

A platform to find similarities between your time series and open data sets

Gans_for_spiking_time_series ⭐ 7

Generative Adversarial Networks for time-series generation

Functions to manipulate Quality of Government data and related material. Related experiments: https://github.com/briatte/psData and https://github.com/rOpenGov/psData. For an up-to-date QOG R package, use https://github.com/rOpenGov/rqog.

R package for Feature-based Forecast Model Averaging

Autodl2019 ⭐ 6

The 3rd place solution for AutoDL 2019.

Time_series ⭐ 6

Generate Time Series ⭐ 6

Generate synthetic time-series data using DTW and Stochastic Subgradient averaging

Fastwwsearch ⭐ 6

This work focused on fast searching for the best warping window for Dynamic Time Warping and Time Series Classification

Chartjs Plugin Gantt ⭐ 5

Gantt series fo ChartJS library

Harrypotter2vec ⭐ 5

This repository is contains the Word2Vec model for Harry Potter series.

dataset for Detecting and Explaining Causes From Text For a Time Series Event, EMNLP'17

Datamining2 Advancedtopics ⭐ 5

University project for Advanced DataMining exam

Stata client for DB.nomics, the world's economic database

Lipsticks_detect ⭐ 5

Identify the brand, series, id and color of the lipstick

Bcdunet_dibco ⭐ 5

Documnet Image Binarization, DIBCO Challenges

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