Alternatives and similar repositories for quantile-aggregation:

Users that are interested in quantile-aggregation are comparing it to the libraries listed below

• edfong / conformal_bayes
  Conformal Bayes with importance sampling
  ☆21Updated 3 years ago
• tijana-zrnic / cross-ppi
  Cross-prediction-powered inference
  ☆14Updated 11 months ago
• tijana-zrnic / active-inference
  ☆13Updated last year
• samuelstanton / conformal-bayesopt
  Bayesian optimization with conformal coverage guarantees
  ☆27Updated 2 years ago
• cgarciae / quantile-regression
  ☆22Updated 3 years ago
• isgibbs / DtACI
  ☆17Updated 2 weeks ago
• hamrel-cxu / MultiDimSPCI
  Official implementation of "Conformal prediction for multi-dimensional time series by ellipsoidal sets" (ICML 2024 spotlight)
  ☆17Updated 9 months ago
• msesia / arc
  Adaptive and Reliable Classification: efficient conformity scores for multi-class classification problems
  ☆31Updated 2 years ago
• nickfrosst / neural_additive_models
  stand alone Neural Additive Models, forked from google-reasearch for easy import to colab
  ☆28Updated 4 years ago
• openopt / chop
  CHOP: An optimization library based on PyTorch, with applications to adversarial examples and structured neural network training.
  ☆77Updated last year
• lanl / pyBASS
  Bayesian Adaptive Spline Surfaces for flexible and automatic regression
  ☆22Updated 10 months ago
• aterenin / SparseGPAX
  An ultra-lightweight JAX implementation of sparse Gaussian processes via pathwise sampling.
  ☆22Updated 4 years ago
• g-benton / Volt
  Public Implementation of Volatility Based Kernels and Moving Average Means for Accurate Forecasting with Gaussian Processes
  ☆48Updated 2 years ago
• Shai128 / oqr
  Orthogonal Quantile Regression
  ☆11Updated 3 years ago
• vincentblot28 / conformalized_gp
  ☆48Updated 3 months ago
• WenxinZhou / conquer
  Convolution Smoothed Quantile Regression
  ☆17Updated 6 months ago
• ramsey-devs / ramsey
  Probabilistic deep learning using JAX
  ☆13Updated 2 months ago
• Jayaos / TCPTS
  Repository for the paper "Transformer Conformal Prediction for Time Series"
  ☆13Updated 10 months ago
• kamilest / conformal-rnn
  Implementation for Stankevičiūtė et al. "Conformal time-series forecasting", NeurIPS 2021.
  ☆74Updated 5 months ago
• msesia / conditional-conformal-pvalues
  Conditional calibration of conformal p-values for outlier detection.
  ☆34Updated 2 years ago
• Srceh / DistCal
  Code for the ICML 2019 paper: Distribution Calibration for Regression
  ☆21Updated last year
• david-cortes / approxcdf
  (Python, R, C) Fast approximations for the CDF of multivariate normal distributions
  ☆22Updated 3 months ago
• vr308 / Generalised-Gaussian-Processes
  Fully Bayesian Inference in GPs - Gaussian and Generic Likelihoods
  ☆22Updated last year
• Rose-STL-Lab / CopulaCPTS
  Code for Copula conformal prediction paper (ICLR 2024)
  ☆29Updated 6 months ago
• anndvision / quince
  Code for Quantifying Ignorance in Individual-Level Causal-Effect Estimates under Hidden Confounding
  ☆22Updated 2 years ago
• gpschool / gpss20
  Gaussian Process and Uncertainty Quantification Summer School 2020
  ☆33Updated 2 years 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
• msesia / chr
  Conformal Histogram Regression: efficient conformity scores for non-parametric regression problems
  ☆22Updated 3 years ago
• jjcherian / conditional-conformal
  A package for conformal prediction with conditional guarantees.
  ☆54Updated 2 months ago
• cvxpy / cvxtorch
  Convert CVXPY expressions to PyTorch expressions
  ☆13Updated last week