Chrissi2802 / WISDM---Biometric-time-series-data-classificationLinks
Deep learning, classification on the WISDM dataset
☆16Updated 3 years ago
Alternatives and similar repositories for WISDM---Biometric-time-series-data-classification
Users that are interested in WISDM---Biometric-time-series-data-classification are comparing it to the libraries listed below
Sorting:
- ☆154Updated 2 years ago
- Code for "Unsupervised Model Selection for Time-series Anomaly Detection", ICLR 2023.☆87Updated 2 years ago
- ☆26Updated 3 years ago
- This is a PyTorch implementation of ConvTran☆171Updated 9 months ago
- TTS-CGAN: A Transformer Time-Series Conditional GAN for Biosignal Data Augmentation☆82Updated 3 years ago
- Task-Aware Reconstruction for Time-Series Transformer☆62Updated 2 years ago
- Disjoint-CNN for Multivariate Time Series Classification☆23Updated 2 years ago
- Pytorch implementation of the paper "Time-series Generative Adversarial Networks".☆105Updated 2 years ago
- [TKDD 2023] AdaTime: A Benchmarking Suite for Domain Adaptation on Time Series Data☆222Updated 2 years ago
- [IJCAI-21] "Time-Series Representation Learning via Temporal and Contextual Contrasting"☆481Updated last year
- [TPAMI 2023] Self-supervised Contrastive Representation Learning for Semi-supervised Time-Series Classification☆165Updated last year
- A professionally curated list of awesome resources (paper, code, data, etc.) on Self-Supervised Learning for Time Series (SSL4TS).☆358Updated last year
- Self-supervised contrastive learning for time series via time-frequency consistency☆508Updated last year
- ☆49Updated 2 years ago
- This is an official implementation of "ModernTCN: A Modern Pure Convolution Structure for General Time Series Analysis" (ICLR 2024 Spotli…☆385Updated last year
- Code support as a published paper！☆67Updated last year
- ☆255Updated 2 years ago
- [NeurIPS 2023] The official repo for the paper: "Time Series as Images: Vision Transformer for Irregularly Sampled Time Series"."☆166Updated 2 years ago
- ULTS: A unified and standardized library of unsupervised representation learning approaches for time series☆50Updated 2 years ago
- About Code release for "SimMTM: A Simple Pre-Training Framework for Masked Time-Series Modeling" (NeurIPS 2023 Spotlight), https://arxiv.…☆149Updated last year
- LSTM Auto-Encoder (LSTM-AE) implementation in Pytorch☆96Updated 4 years ago
- A pytorch implementation of Time-series Generative Adversarial Networks (https://github.com/jsyoon0823/TimeGAN)☆60Updated 4 years ago
- Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey☆44Updated last year
- [ICML 2024] A novel, efficient lightweight approach combining convolutional operations with adaptive spectral analysis as a foundation mo…☆240Updated last year
- ShapeFormer: Shapelet Transformer for Multivariate Time Series Classification☆126Updated last year
- 3-layer-CNN and ResNet with OPPORTUNITY dataset, PAMAP2 dataset, UCI-HAR dataset, UniMiB-SHAR dataset, USC-HAD dataset, and WISDM dataset…☆59Updated 3 years ago
- Minimal Working Example of a (baseline) Temporal Convolutional Autoencoder (TCN-AE) for Anomaly Detection in Time Series☆53Updated 4 years ago
- ☆83Updated last year
- The implementation of "TimesURL: Self-supervised Contrastive Learning for Universal Time Series Representation Learning"☆96Updated last year
- The repository provides code implementations and illustrative examples of NeurIPS 2023 paper, Finding Order in Chaos: A Novel Data Augmen…☆36Updated last year