Alternatives and similar repositories for SPCI-code

Users that are interested in SPCI-code are comparing it to the libraries listed below

• hamrel-cxu / EnbPI
  Official code for: Conformal prediction interval for dynamic time-series (conference, ICML 21 Long Presentation) AND Conformal prediction…
  ☆120Updated last year
• FilippoMB / Ensemble-Conformalized-Quantile-Regression
  Valid and adaptive prediction intervals for probabilistic time series forecasting.
  ☆95Updated 4 months ago
• ml-jku / HopCPT
  Conformal Prediction for Time Series with Modern Hopfield Networks
  ☆79Updated 2 months ago
• mzaffran / AdaptiveConformalPredictionsTimeSeries
  ☆63Updated 3 years ago
• ServiceNow / TACTiS
  TACTiS-2: Better, Faster, Simpler Attentional Copulas for Multivariate Time Series, from ServiceNow Research
  ☆136Updated last year
• aangelopoulos / conformal-time-series
  Conformal prediction for time-series applications.
  ☆117Updated last year
• M-Soundouss / CopulaConformalMTR
  Code for paper "Copula-based conformal prediction for Multi-Target Regression"
  ☆34Updated 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
• kamilest / conformal-rnn
  Implementation for Stankevičiūtė et al. "Conformal time-series forecasting", NeurIPS 2021.
  ☆75Updated 8 months ago
• Rose-STL-Lab / CopulaCPTS
  Code for Copula conformal prediction paper (ICLR 2024)
  ☆28Updated 10 months ago
• abacusai / ForecastPFN
  ☆79Updated last year
• ariaghora / fast-robust-stl
  Unofficial implementation of "Fast RobustSTL: Efficient and Robust Seasonal-Trend Decomposition for Time Series with Complex Patterns"
  ☆45Updated 4 years ago
• mbohlkeschneider / gluon-ts
  GluonTS - Probabilistic Time Series Modeling in Python
  ☆52Updated 3 years ago
• salesforce / online_conformal
  Methods for online conformal prediction.
  ☆114Updated 3 months ago
• xinychen / tracebase
  Temporal matrix factorization for sparse traffic time series forecasting.
  ☆57Updated 2 months ago
• rakshitha123 / TSForecasting
  This repository contains the implementations related to the experiments of a set of publicly available datasets that are used in the time…
  ☆229Updated 2 years ago
• salesforce / fsnet
  ☆120Updated 2 years ago
• AdityaLab / EpiFNP
  Official repo to paper
  ☆13Updated 2 years ago
• kdgutier / esrnn_torch
  ☆157Updated 4 years ago
• SalesforceAIResearch / gift-eval
  ☆125Updated 2 months ago
• mbohlkeschneider / psa-gan
  ☆21Updated 3 years ago
• Nixtla / transfer-learning-time-series
  Transfer 🤗 Learning for Time Series Forecasting
  ☆251Updated 8 months ago
• i6092467 / GVAR
  An interpretable framework for inferring nonlinear multivariate Granger causality based on self-explaining neural networks.
  ☆77Updated 2 years ago
• cfeng783 / GTT
  Codebase for CIKM '24 paper -- General Time Transformer: an Encoder-only Foundation Model for Zero-Shot Multivariate Time Series Forecas…
  ☆48Updated 9 months ago
• MTS-BenchMark / MvTS
  Multivariate Time Series Repository
  ☆67Updated last year
• StijnVerdenius / Lat-PFN
  This work introduces LaT-PFN, a novel time series model that combines PFN and JEPA frameworks to generate zero-shot forecasts efficientl…
  ☆16Updated last year
• DeepIntoStreams / Evaluation-of-Time-Series-Generative-Models
  Pipeline for Time Series Generation with Comprehensive Evaluation Metrics
  ☆43Updated 6 months ago
• nmdwolf / ValidPredictionIntervals
  Contains the code to run the different models considered in the paper "Valid prediction intervals for regression problems"
  ☆19Updated 2 years ago
• cchallu / n-hits
  ☆181Updated 2 years ago
• chulhongsung / time-series-forecasting
  Tutorial repository for time series forecasting models
  ☆32Updated 8 months ago