Alternatives and similar repositories for local_global_ts_representation

Users that are interested in local_global_ts_representation are comparing it to the libraries listed below

• XAI-360 / TSCL
  Contrastive Learning for Time Series
  ☆40Updated 2 years ago
• dominikalfke / TimeSeriesSSL
  A study of distance measures and learning methods for semi-supervised learning on time series data
  ☆17Updated 4 years ago
• haoyfan / SelfTime
  (Under Review)
  ☆69Updated 4 years ago
• patrick-kidger / generalised_shapelets
  Code for "Generalised Interpretable Shapelets for Irregular Time Series"
  ☆57Updated 2 years ago
• fteufel / PyTorch-GRU-D
  PyTorch Implementation of GRU-D from "Recurrent Neural Networks for Multivariate Time Series with Missing Values" https://arxiv.org/abs/1…
  ☆27Updated 5 years ago
• steveli / partial-encoder-decoder
  An encoder-decoder framework for learning from incomplete data
  ☆45Updated 2 years ago
• duongtrung / time-series-temporal-saliency-patterns
  ☆15Updated 2 years ago
• rtavenar / LDPS
  Learning DTW-Preserving Shapelets
  ☆25Updated 2 years ago
• yedidh / radonomaly
  Code release for "Time Series Anomaly Detection by Cumulative Radon Features"
  ☆12Updated 4 years ago
• huckiyang / Voice2Series-Reprogramming
  ICML 21 - Voice2Series: Adversarial Reprogramming Acoustic Models for Time Series Classification
  ☆73Updated last year
• EricssonResearch / UDA-4-TSC
  Unsupervised Domain Adaptation for Time Series Classification
  ☆32Updated 2 years ago
• BorealisAI / ssl-for-timeseries
  Self Supervised Learning for Time Series Using Similarity Distillation
  ☆12Updated 3 years ago
• sanatonek / time_series_explainability
  ☆62Updated 4 years ago
• daochenzha / SimTSC
  [SDM 2022] Towards Similarity-Aware Time-Series Classification
  ☆85Updated 2 years ago
• jc-audet / WOODS
  Benchmarks for Out-of-Distribution Generalization in Time Series Tasks
  ☆70Updated 3 years ago
• BorgwardtLab / WTK
  A Wasserstein Subsequence Kernel for Time Series.
  ☆21Updated last year
• donalee / DTW-Pool
  Implementation of dynamic temporal pooling (DTP) for time series classification
  ☆38Updated 3 years ago
• BorgwardtLab / Set_Functions_for_Time_Series
  Repository of the ICML 2020 paper "Set Functions for Time Series"
  ☆129Updated 4 years ago
• ayaabdelsalam91 / TS-Interpretability-Benchmark
  ☆90Updated 4 years ago
• Wickstrom / MixupContrastiveLearning
  Code for mixup contrastive learning
  ☆21Updated 4 years ago
• YoungseogChung / calibrated-quantile-uq
  Repository for Beyond Pinball Loss: Quantile Methods for Calibrated Uncertainty Quantification (NeurIPS 2024)
  ☆44Updated last year
• zackchase / label_shift
  A simple algorithm to identify and correct for label shift.
  ☆21Updated 8 years ago
• divamgupta / deep-clustering-kingdra
  Official implementation of ICLR 2020 paper Unsupervised Clustering using Pseudo-semi-supervised Learning
  ☆48Updated 5 years ago
• frankl1 / ustc
  Uncertain Shapelet Transform Classification, a shapelet method for uncertain time series classification
  ☆21Updated 3 years ago
• baraline / convst
  Implementation of the Random Dilated Shapelet Transform algorithm along with interpretability tools. ReadTheDocs documentation is not up …
  ☆35Updated 2 years ago
• tetrzim / robust-probabilistic-forecasting
  ☆37Updated 3 years ago
• boschresearch / expclr
  Official PyTorch implementation of the paper "Utilizing Expert Features for Contrastive Learning of Time-Series Representations"
  ☆14Updated 3 years ago
• yantijin / ScoreGradPred
  Code for *ScoreGrad: Multivariate Probabilistic Time Series Forecasting with Continuous Energy-based Generative Models*
  ☆87Updated last year
• BGU-CS-VIL / dtan
  Official PyTorch implementation for our NeurIPS 2019 paper, Diffeomorphic Temporal Alignment Nets. TensorFlow\Keras version is available…
  ☆67Updated last year
• layer6ai-labs / WinIT
  Code for the ICLR'23 paper "Temporal Dependencies in Feature Importance for Time Series Prediction"
  ☆26Updated 2 years ago