Alternatives and similar repositories for generalised-signature-method:

Users that are interested in generalised-signature-method are comparing it to the libraries listed below

• patrick-kidger / Deep-Signature-Transforms
  Code for "Deep Signature Transforms" (NeurIPS 2019)
  ☆93Updated 8 months ago
• datasig-ac-uk / esig
  esig python package
  ☆48Updated 3 months ago
• kamilest / conformal-rnn
  Implementation for Stankevičiūtė et al. "Conformal time-series forecasting", NeurIPS 2021.
  ☆74Updated 5 months ago
• mzaffran / AdaptiveConformalPredictionsTimeSeries
  ☆60Updated 3 years ago
• patrick-kidger / generalised_shapelets
  Code for "Generalised Interpretable Shapelets for Irregular Time Series"
  ☆57Updated last year
• sanatonek / time_series_explainability
  ☆59Updated 4 years ago
• ml-jku / HopCPT
  Conformal Prediction for Time Series with Modern Hopfield Networks
  ☆76Updated last year
• hamrel-cxu / EnbPI
  Official code for: Conformal prediction interval for dynamic time-series (conference, ICML 21 Long Presentation) AND Conformal prediction…
  ☆114Updated last year
• SigCGANs / Sig-Wasserstein-GANs
  ☆26Updated last year
• passalis / dain
  Deep Adaptive Input Normalization for Time Series Forecasting
  ☆132Updated 3 years ago
• patrick-kidger / signatory
  Differentiable computations of the signature and logsignature transforms, on both CPU and GPU. (ICLR 2021)
  ☆268Updated last year
• aangelopoulos / conformal-time-series
  Conformal prediction for time-series applications.
  ☆112Updated last year
• datasig-ac-uk / signature_applications
  Example applications of path signatures
  ☆38Updated last week
• ayaabdelsalam91 / TS-Interpretability-Benchmark
  ☆90Updated 3 years ago
• mbohlkeschneider / gluon-ts
  GluonTS - Probabilistic Time Series Modeling in Python
  ☆51Updated 3 years ago
• DeepIntoStreams / Evaluation-of-Time-Series-Generative-Models
  Pipeline for Time Series Generation with Comprehensive Evaluation Metrics
  ☆41Updated 3 months ago
• salesforce / online_conformal
  Methods for online conformal prediction.
  ☆112Updated 2 months ago
• anh-tong / signax
  Signax: Signature computation in JAX
  ☆28Updated 2 months ago
• firmai / tsgan
  Time-series Generative Adversarial Networks (fork from the ML-AIM research group on bitbucket))
  ☆118Updated 3 years ago
• boschresearch / Continuous-Recurrent-Units
  ☆64Updated last year
• g-benton / Volt
  Public Implementation of Volatility Based Kernels and Moving Average Means for Accurate Forecasting with Gaussian Processes
  ☆48Updated 2 years ago
• tgcsaba / GPSig
  Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances
  ☆47Updated last year
• firmai / mtss-gan
  MTSS-GAN: Multivariate Time Series Simulation with Generative Adversarial Networks (by @firmai)
  ☆93Updated 4 years ago
• pratham16cse / AggForecaster
  Code for "Coherent Probabilistic Aggregate Queries on Long-horizon Forecasts", IJCAI 2022
  ☆18Updated 2 years ago
• kormilitzin / the-signature-method-in-machine-learning
  Foundations and Applications
  ☆96Updated 4 years ago
• mlds-lab / interp-net
  Code for "Interpolation-Prediction Networks for Irregularly Sampled Time Series", ICLR 2019.
  ☆94Updated 8 months ago
• haoyfan / SelfTime
  (Under Review)
  ☆67Updated 3 years ago
• BorgwardtLab / Set_Functions_for_Time_Series
  Repository of the ICML 2020 paper "Set Functions for Time Series"
  ☆124Updated 4 years ago
• SigCGANs / Conditional-Sig-Wasserstein-GANs
  ☆132Updated 9 months ago
• hamrel-cxu / SPCI-code
  Official implementation of the ICML 2023 work "Sequential Predictive Conformal Inference"
  ☆30Updated 9 months ago