qingsongedu/awesome-AI-for-time-series-papers

A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.

Size: 923 KB - Last synced at: 4 days ago - Pushed at: about 1 year ago - Stars: 1,410 - Forks: 138

MSD-IRIMAS/Multi_Comparison_Matrix

Multi Comparison Matrix: A long term approach to benchmark evaluations

Language: Python - Size: 1.37 MB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 21 - Forks: 2

KDD-OpenSource/data-generation

The repository provides a synthetic multivariate time series data generator. The implementation is an extention of the cylinder-bell-funnel time series data generator. The scipt enables synthetic data generation of different length, dimensions and samples.

Language: Jupyter Notebook - Size: 789 KB - Last synced at: 15 days ago - Pushed at: about 7 years ago - Stars: 14 - Forks: 4

MSD-IRIMAS/LITE

LITE: Light Inception with boosTing tEchniques for Time Series Classification

Language: Python - Size: 939 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 23 - Forks: 2

sarincr/Time-series-analysis-using-Python

Time series analysis comprises methods for analyzing time series data in order to extract meaningful statistics and other characteristics of the data.

Language: Jupyter Notebook - Size: 6.4 MB - Last synced at: about 1 month ago - Pushed at: over 5 years ago - Stars: 33 - Forks: 27

mijanr/AutoTSFlow

An automated code-base for time-series classification

Language: Python - Size: 15.7 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 2 - Forks: 1

dinismf/exoplanet_classification_thesis

Exoplanet Transit Detection using Deep Neural Networks written in Python

Language: Python - Size: 141 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 2 - Forks: 1

MSD-IRIMAS/Simple-KAN-4-Time-Series

A simple feature-based time series classifier using Kolmogorov–Arnold Networks

Language: Python - Size: 52.7 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 89 - Forks: 12

MSD-IRIMAS/CF-4-TSC

Hand-Crafted Convolutional Filters 4 Time Series

Language: Python - Size: 7.91 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 13 - Forks: 2

MSD-IRIMAS/filter1D_visualization

Visualization of 1D CNNs filters space for Time Series Analysis

Language: Python - Size: 5.6 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 5 - Forks: 0

stephanielees/time-series-classification-with-ROCKET

Language: Jupyter Notebook - Size: 580 KB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

MSD-IRIMAS/DomainFoundationModelsTSC

Domain Foundation Models for Time Series Classification

Language: Python - Size: 699 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 7 - Forks: 0

Ephrem-ETH/LocalXplain4TSC

Interpreting Black-Box Time Series Classifiers using Parameterised Event Primitives

Language: Jupyter Notebook - Size: 334 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

fabriciopsouza/COVID-19-demographic-social-Dataset

A social demographic dataset for analysis of the COVID-19 pandemic.

Size: 593 KB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 0

michelelagreca/Classification-Of-Time-Series-Using-RNN

Second challenge of the 'Artificial Neural Networks and Deep Learning' Course, aiming on classifing time series using different RNN architectures, exploring and improving their structures.

Language: Jupyter Notebook - Size: 2.69 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 0

spaghettix/DB_OC_TSC

Dissimilarity-Based One-Class Time Series Classification

Language: Python - Size: 379 KB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 1

ChangWeiTan/FastWWSearch

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

Language: Java - Size: 12.4 MB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 9 - Forks: 6

sankalp-r/Time-series-classifier

Language: Jupyter Notebook - Size: 23.4 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0