Fully Convlutional Neural Networks for state-of-the-art time series classification
☆714Jul 3, 2019Updated 7 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Deep Learning for Time Series Classification☆1,659Mar 18, 2023Updated 3 years ago
- Python 3.6+ (only)☆114Mar 4, 2019Updated 7 years ago
- InceptionTime: Finding AlexNet for Time Series Classification☆745Oct 16, 2023Updated 2 years ago
- Codebase for the paper LSTM Fully Convolutional Networks for Time Series Classification☆802Mar 1, 2019Updated 7 years ago
- Multivariate LSTM Fully Convolutional Networks for Time Series Classification☆517Jun 28, 2020Updated 6 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Scalable Time Series Data Analytics☆321May 2, 2025Updated last year
- Time series classification and clustering code written in Python.☆798Jan 19, 2021Updated 5 years 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 last year
- Deep Neural Network Ensembles for Time Series Classification☆112Aug 31, 2023Updated 2 years ago
- GRU-FCN model for univariate time series classification☆25Jun 8, 2019Updated 7 years ago
- Transfer learning for time series classification☆381Jun 6, 2019Updated 7 years ago
- Python implementation of the Learning Time-Series Shapelets method, that learns a shapelet-based time-series classifier with gradient des…☆221Nov 9, 2019Updated 6 years ago
- ROCKET: Exceptionally fast and accurate time series classification using random convolutional kernels☆472Apr 10, 2022Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- An LSTM for time-series classification☆418Dec 15, 2017Updated 8 years ago
- A CNN for time-series classification☆157May 26, 2017Updated 9 years ago
- TS-CHIEF☆46Oct 3, 2024Updated last year
- ☆192Nov 3, 2017Updated 8 years ago
- Representation Learning with Deconvolutional Networks for Multivariate Time Series☆12Jul 11, 2016Updated 9 years ago
- PyTorch implementations of neural networks for timeseries classification☆111Jan 27, 2022Updated 4 years ago
- Code for the paper: "TSViz: Demystification of Deep Learning Models for Time-Series Analysis"☆13May 15, 2019Updated 7 years ago
- Unsupervised Scalable Representation Learning for Multivariate Time Series: Experiments☆401Jul 31, 2024Updated last year
- Repository for the ablation study of "Long Short-Term Memory Fully Convolutional Networks for Time Series Classification"☆55Mar 1, 2019Updated 7 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Java time series machine learning tools in a Weka compatible toolkit☆168Jun 26, 2023Updated 3 years ago
- Multivariate LSTM Fully Convolutional Networks for Time Series Classification☆103Mar 1, 2019Updated 7 years ago
- Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series an…☆6,085Jun 12, 2026Updated 3 weeks ago
- Data augmentation using synthetic data for time series classification with deep residual networks☆183Oct 11, 2018Updated 7 years ago
- Team Jonas contribution to ERP Prediction Contest, February 15, 2019 - May 15, 2019☆16Oct 3, 2019Updated 6 years ago
- This curated list contains python packages for time series analysis☆2,251Feb 10, 2023Updated 3 years ago
- DEPRECATED, now in sktime - companion package for deep learning based on TensorFlow☆596Aug 2, 2024Updated last year
- The machine learning toolkit for time series analysis in Python☆3,156Jun 26, 2026Updated last week
- Critical difference diagram with Wilcoxon-Holm post-hoc analysis.☆306Aug 24, 2022Updated 3 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- A python library that implements different algorithms to extract shapelets from timeseries☆13Aug 9, 2018Updated 7 years ago
- Python module for machine learning time series:☆577Aug 27, 2022Updated 3 years ago
- Automatic extraction of relevant features from time series:☆9,255Jun 8, 2026Updated 3 weeks ago
- A deep learning tool for time series classification and regression☆366Sep 4, 2025Updated 10 months 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☆491Nov 25, 2019Updated 6 years ago
- Adversarial Attacks on Deep Neural Networks for Time Series Classification☆81Jul 2, 2020Updated 6 years ago
- ☆12Mar 25, 2019Updated 7 years ago