Skills with output "Prediction intervals"

timesfm-forecasting - Zero-Shot Time Series Forecasting with TimesFM
time-series forecasting zero-shot forecasting foundation model prediction intervals
★ 0 · Updated 2026-10-04
Forecast univariate time series without custom training using TimesFM, with point predictions, calibrated quantile intervals, and optional exogenous covariates.
⚙ Run system preflight checks ⚙ Validate dataset memory fit ⚙ Forecast univariate time series
pymc-bayesian-modeling - Bayesian modeling and inference with PyMC
Bayesian modeling Probabilistic programming MCMC Variational inference
★ 2 · Updated 2026-10-02
Build, fit, validate, compare, and use Bayesian models with PyMC, including hierarchical models, MCMC, variational inference, and predictive checks.
⚙ Build Bayesian models ⚙ Run MCMC sampling ⚙ Apply variational inference
pymc - Build and validate Bayesian models with PyMC
Bayesian modeling Probabilistic programming MCMC NUTS
★ 2 · Updated 2026-09-30
Build, fit, validate, compare, and diagnose Bayesian models with PyMC using MCMC, variational inference, predictive checks, LOO, and WAIC.
⚙ Build Bayesian models ⚙ Fit models with MCMC ⚙ Run variational inference
pymc-bayesian-modeling - Build and validate Bayesian models with PyMC
Bayesian modeling Probabilistic programming PyMC MCMC
★ 0 · Updated 2026-09-30
Build, fit, validate, diagnose, and compare Bayesian models with PyMC using MCMC, variational inference, and predictive checks.
⚙ Build Bayesian models ⚙ Run NUTS sampling ⚙ Perform variational inference
pymc-bayesian-modeling - Build and validate Bayesian models with PyMC
Bayesian modeling PyMC Probabilistic programming MCMC
★ 650 · Updated 2026-09-30
Builds, fits, validates, diagnoses, and compares Bayesian models with PyMC, including hierarchical models, MCMC, variational inference, predictive checks, and LOO/WAIC.
⚙ Build Bayesian models ⚙ Fit models with MCMC ⚙ Run variational inference