Fully Convlutional Neural Networks for state-of-the-art time series classification
☆716Jul 3, 2019Updated 6 years ago
Alternatives and similar repositories for UCR_Time_Series_Classification_Deep_Learning_Baseline
Users that are interested in UCR_Time_Series_Classification_Deep_Learning_Baseline are comparing it to the libraries listed below
Sorting:
- Deep Learning for Time Series Classification☆1,658Mar 18, 2023Updated 2 years ago
- Python 3.6+ (only)☆114Mar 4, 2019Updated 6 years ago
- InceptionTime: Finding AlexNet for Time Series Classification☆731Oct 16, 2023Updated 2 years ago
- Codebase for the paper LSTM Fully Convolutional Networks for Time Series Classification☆804Mar 1, 2019Updated 7 years ago
- Multivariate LSTM Fully Convolutional Networks for Time Series Classification☆519Jun 28, 2020Updated 5 years ago
- Time series classification and clustering code written in Python.☆801Jan 19, 2021Updated 5 years ago
- Scalable Time Series Data Analytics☆322May 2, 2025Updated 10 months ago
- Codebase for the paper LSTM Fully Convolutional Networks for Time Series Classification☆139Mar 1, 2019Updated 7 years ago
- A Python package for time series classification☆1,872Jun 18, 2025Updated 8 months ago
- Deep Neural Network Ensembles for Time Series Classification☆112Aug 31, 2023Updated 2 years ago
- Transfer learning for time series classification☆382Jun 6, 2019Updated 6 years ago
- ROCKET: Exceptionally fast and accurate time series classification using random convolutional kernels☆458Apr 10, 2022Updated 3 years ago
- An LSTM for time-series classification☆420Dec 15, 2017Updated 8 years ago
- Python implementation of the Learning Time-Series Shapelets method, that learns a shapelet-based time-series classifier with gradient des…☆222Nov 9, 2019Updated 6 years ago
- PyTorch implementations of neural networks for timeseries classification☆112Jan 27, 2022Updated 4 years ago
- GRU-FCN model for univariate time series classification☆25Jun 8, 2019Updated 6 years ago
- Unsupervised Scalable Representation Learning for Multivariate Time Series: Experiments☆406Jul 31, 2024Updated last year
- ☆193Nov 3, 2017Updated 8 years ago
- A CNN for time-series classification☆160May 26, 2017Updated 8 years ago
- TS-CHIEF☆46Oct 3, 2024Updated last year
- Repository for the ablation study of "Long Short-Term Memory Fully Convolutional Networks for Time Series Classification"☆54Mar 1, 2019Updated 7 years ago
- Representation Learning with Deconvolutional Networks for Multivariate Time Series☆12Jul 11, 2016Updated 9 years ago
- Code for the paper: "TSViz: Demystification of Deep Learning Models for Time-Series Analysis"☆13May 15, 2019Updated 6 years ago
- This curated list contains python packages for time series analysis☆2,233Feb 10, 2023Updated 3 years ago
- The machine learning toolkit for time series analysis in Python☆3,106Feb 19, 2026Updated last week
- Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series an…☆6,002Jul 29, 2025Updated 7 months ago
- Java time series machine learning tools in a Weka compatible toolkit☆167Jun 26, 2023Updated 2 years ago
- DEPRECATED, now in sktime - companion package for deep learning based on TensorFlow☆599Aug 2, 2024Updated last year
- Python module for machine learning time series:☆580Aug 27, 2022Updated 3 years ago
- A deep learning tool for time series classification and regression☆368Sep 4, 2025Updated 5 months ago
- Auto encoder for time series☆446Nov 8, 2019Updated 6 years ago
- Automatic extraction of relevant features from time series:☆9,127Nov 15, 2025Updated 3 months ago
- Temporal Pattern Attention for Multivariate Time Series Forecasting☆736Nov 29, 2018Updated 7 years ago
- Critical difference diagram with Wilcoxon-Holm post-hoc analysis.☆301Aug 24, 2022Updated 3 years ago
- Scientific time series and deep learning state of the art☆282Sep 30, 2020Updated 5 years ago
- time series classification from scratch with deep neural networks (WIP)☆18Jul 18, 2019Updated 6 years ago
- Practical Deep Learning resources for Time series analysis and forecasting☆84Sep 9, 2021Updated 4 years ago
- Multivariate LSTM Fully Convolutional Networks for Time Series Classification☆103Mar 1, 2019Updated 7 years ago
- List of awesome papers about time series, mainly including algorithms based on machine learning | 收录时间序列分析中各个研究领域的高水平文章,主要包含基于机器学习的算法☆487Nov 25, 2019Updated 6 years ago