Alternatives and similar repositories for time-series-OOD

Users that are interested in time-series-OOD are comparing it to the libraries listed below

• nmdwolf / ValidPredictionIntervals
  Contains the code to run the different models considered in the paper "Valid prediction intervals for regression problems"
  ☆19Updated 2 years ago
• hamrel-cxu / Ensemble-Regularized-Adaptive-Prediction-Set-ERAPS
  Official repository for the ICML 2022 DFUQ paper: conformal prediction sets for time-series
  ☆10Updated 2 years ago
• mzaffran / AdaptiveConformalPredictionsTimeSeries
  ☆63Updated 3 years ago
• kamilest / conformal-rnn
  Implementation for Stankevičiūtė et al. "Conformal time-series forecasting", NeurIPS 2021.
  ☆74Updated 8 months ago
• Shai128 / oqr
  Orthogonal Quantile Regression
  ☆11Updated 3 years ago
• eth-siplab / Unsupervised_Periodicity_Detection
  Official code for ICML 2024 paper "An Unsupervised Approach for Periodic Source Detection in Time Series"
  ☆12Updated 4 months ago
• YoungseogChung / calibrated-quantile-uq
  Repository for Beyond Pinball Loss: Quantile Methods for Calibrated Uncertainty Quantification (NeurIPS 2024)
  ☆43Updated 7 months ago
• Neal-Liu-Ziyi / Concept_Drift_Handling
  ☆12Updated 2 years ago
• tetrzim / robust-probabilistic-forecasting
  ☆37Updated 3 years ago
• huaweicloud / c2far_forecasting
  This repository contains code for the paper: S Bergsma, T Zeyl, JR Anaraki, L Guo, C2FAR: Coarse-to-Fine Autoregressive Networks for Prec…
  ☆13Updated last year
• ml-jku / HopCPT
  Conformal Prediction for Time Series with Modern Hopfield Networks
  ☆79Updated last month
• duongtrung / time-series-temporal-saliency-patterns
  ☆16Updated last year
• seedatnabeel / SSCP
  SSCP: Improving Adaptive Conformal Prediction Using Self-supervised Learning (AISTATS 2023)
  ☆17Updated 2 years ago
• Quilograma / ConformalPredictionTutorial
  ☆42Updated 2 years ago
• PrincetonLIPS / mf-bocd
  Active multi-fidelity Bayesian online changepoint detection.
  ☆17Updated 4 years ago
• hamrel-cxu / MultiDimSPCI
  Official implementation of "Conformal prediction for multi-dimensional time series by ellipsoidal sets" (ICML 2024 spotlight)
  ☆17Updated last year
• EricssonResearch / UDA-4-TSC
  Unsupervised Domain Adaptation for Time Series Classification
  ☆28Updated last year
• ProgBelarus / BatchMultivalidConformal
  ☆14Updated 2 years ago
• Quilograma / AEnbMIMOCQR
  ☆14Updated 2 years ago
• Jayaos / TCPTS
  Repository for the paper "Transformer Conformal Prediction for Time Series"
  ☆14Updated last year
• msesia / conditional-conformal-pvalues
  Conditional calibration of conformal p-values for outlier detection.
  ☆36Updated 2 years ago
• aangelopoulos / conformal-time-series
  Conformal prediction for time-series applications.
  ☆116Updated last year
• mertyg / beyond-confidence-atypicality
  Repository for the NeurIPS 2023 paper "Beyond Confidence: Reliable Models Should Also Consider Atypicality"
  ☆13Updated last year
• M-Soundouss / CopulaConformalMTR
  Code for paper "Copula-based conformal prediction for Multi-Target Regression"
  ☆34Updated 4 years ago
• sylvaincom / comparison-distributions
  [Python] Comparison of empirical probability distributions. Integral probability metrics (e.g. Kantorovich metric). f-divergences (e.g. K…
  ☆11Updated 2 years ago
• remigenet / SigKAN
  SigKAN: Signature-Weighted Kolmogorov-Arnold Networks for Time Series
  ☆46Updated 7 months ago
• hamrel-cxu / EnbPI
  Official code for: Conformal prediction interval for dynamic time-series (conference, ICML 21 Long Presentation) AND Conformal prediction…
  ☆120Updated last year
• jv-rv / split-conformal-nonexchangeable
  ☆14Updated 10 months ago
• BorealisAI / ssl-for-timeseries
  Self Supervised Learning for Time Series Using Similarity Distillation
  ☆11Updated 3 years ago
• salimamoukou / ACPI
  Adaptive Conformal Prediction Intervals (ACPI) is a Python package that enhances the Predictive Intervals provided by the split conformal…
  ☆29Updated 2 years ago