This is a PyTorch implementation of ConvTran
☆175Mar 21, 2025Updated 11 months ago
Alternatives and similar repositories for ConvTran
Users that are interested in ConvTran are comparing it to the libraries listed below
Sorting:
- Disjoint-CNN for Multivariate Time Series Classification☆23Nov 23, 2023Updated 2 years ago
- DMKD- Series2Vec: Similarity-based Representation Learning for Time Series☆41Mar 21, 2025Updated 11 months ago
- Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey☆45Apr 4, 2024Updated last year
- KDD24 - EEG2Rep: Enhancing Self-supervised EEG Representation Through Informative Masked Inputs☆81Oct 13, 2025Updated 4 months ago
- TSDE is a novel SSL framework for TSRL, the first of its kind, effectively harnessing a diffusion process, conditioned on an innovative d…☆60Aug 29, 2024Updated last year
- ☆44Jun 11, 2024Updated last year
- ☆12Dec 9, 2023Updated 2 years ago
- TodyNet: Temporal Dynamic Graph Neural Network for Multivariate Time Series Classification☆85Aug 28, 2023Updated 2 years ago
- Monash Scalable Time Series Evaluation Repository☆19Aug 28, 2025Updated 6 months ago
- LITE: Light Inception with boosTing tEchniques for Time Series Classification☆33Nov 28, 2025Updated 3 months ago
- ☆158May 9, 2023Updated 2 years ago
- ☆15Jul 10, 2024Updated last year
- A professionally curated list of awesome resources (paper, code, data, etc.) on Self-Supervised Learning for Time Series (SSL4TS).☆369Apr 28, 2024Updated last year
- [TPAMI 2023] Self-supervised Contrastive Representation Learning for Semi-supervised Time-Series Classification☆169May 22, 2024Updated last year
- ☆123Updated this week
- The official code of EMNLP 2022, "How Far are We from Robust Long Abstractive Summarization?".☆18Sep 26, 2023Updated 2 years ago
- Multivariate Time Series Transformer, public version☆869Sep 18, 2025Updated 5 months ago
- ☆18Sep 4, 2023Updated 2 years ago
- ☆18Sep 7, 2024Updated last year
- DBPM is a simple algorithm designed as a lightweight plug-in without learnable parameters to enhance the performance of time series contr…☆17Mar 8, 2024Updated last year
- InceptionTime: Finding AlexNet for Time Series Classification☆732Oct 16, 2023Updated 2 years ago
- Live fuel moisture content estimation from MODIS: a deep learning approach☆10Apr 29, 2022Updated 3 years ago
- Source codes of Learning Causal Representations for Robust Domain Adaptation (IEEE TKDE)☆12Feb 14, 2022Updated 4 years ago
- Multi Comparison Matrix: A long term approach to benchmark evaluations☆22May 22, 2025Updated 9 months ago
- The code for the paper: TimeMIL: Advancing Multivariate Time Series Classification via a Time-aware Multiple Instance Learning☆68Nov 3, 2024Updated last year
- A universal time series representation learning framework☆818Jul 29, 2024Updated last year
- Official implementation of "CALF: Aligning LLMs for Time Series Forecasting via Cross-modal Fine-Tuning" (AAAI 2025)☆148Mar 14, 2025Updated 11 months ago
- Contrastive Learning for Domain Adaptation of Time Series☆96Apr 11, 2024Updated last year
- Official source code for Time is Not Enough: Time-Frequency based Explanation for Time-Series Black-Box Models☆12Dec 5, 2024Updated last year
- Augmenting Time Series Datasets with Weighted Elastic Barycenter Averaging☆10Jun 2, 2025Updated 9 months ago
- Official repository for TimeDRL: Disentangled Representation Learning for Multivariate Time-Series, accepted at ICDE 2024.☆27Apr 7, 2024Updated last year
- Time Series Contrastive Learning with Information-Aware Augmentations (Code)☆24Mar 21, 2023Updated 2 years ago
- Evaluation tools for time series machine learning algorithms.☆55Updated this week
- ☆145Jul 14, 2025Updated 7 months ago
- ☆11Mar 31, 2024Updated last year
- Tutorials on deep learning in computer vision with PyTorch.☆12Aug 2, 2023Updated 2 years ago
- Self Supervised Learning for Time Series Using Similarity Distillation☆12Jun 29, 2022Updated 3 years ago
- [Applied Intelligence] Principal Graph Embedding Convolutional Recurrent Network for Traffic Flow Prediction☆14May 7, 2022Updated 3 years ago
- Hand-Crafted Convolutional Filters 4 Time Series☆16May 27, 2025Updated 9 months ago