jeffalstott / pystan_time_seriesLinks
Basic time series modeling with Stan and Pystan
☆33Updated 8 years ago
Alternatives and similar repositories for pystan_time_series
Users that are interested in pystan_time_series are comparing it to the libraries listed below
Sorting:
- Stan models for state space time series☆146Updated 8 years ago
- ☆24Updated 5 years ago
- ☆93Updated last year
- ☆73Updated 7 years ago
- Random Forests for Conditional Density Estimation☆43Updated 4 years ago
- Library of Stan Models for Survival Analysis☆124Updated 5 years ago
- Bayesian Hierarchical Hidden Markov Models applied to financial time series, a research replication project for Google Summer of Code 201…☆123Updated 7 years ago
- Hidden Markov models in PyMC3☆97Updated last year
- Inference case studies in jupyter☆93Updated 7 years ago
- An extension of CatBoost to probabilistic modelling☆148Updated 2 years ago
- Implementation of Hidden Markov Models in pymc3☆62Updated 8 years ago
- Full Bayesian Inference for Hidden Markov Models☆43Updated 7 years ago
- Bayesian Regression Models in Pyro☆74Updated last year
- A system for Bayesian estimation of state space models using PyMC☆36Updated 6 months ago
- Dimension Reduction Methods for Multivariate Time Series☆61Updated 7 months ago
- R code for ''Bayesian method for causal inference in spatially-correlated multivariate time series''☆45Updated 5 years ago
- Generalized Linear Models in Sklearn Style☆131Updated 5 years ago
- 🪜 Bayesian Hierarchical Models at Scale☆51Updated 4 years ago
- A colourful collection of codes and notebooks, like Planet Sakaar☆55Updated 2 years ago
- An R package for computing asymmetric Shapley values to assess causality in any trained machine learning model☆74Updated 5 years ago
- In which I play with the ideas surrounding causality☆54Updated 3 years ago
- Data for and description of the ACIC 2023 data competition☆32Updated 2 years ago
- Bayesian Modeling using Stan in R (May/June 2016)☆54Updated 9 years ago
- Educational resources☆105Updated 4 years ago
- ☆90Updated 4 years ago
- Confidence sequences and uniform boundaries☆75Updated last week
- Generalized linear mixed-effect model in Python☆183Updated 7 years ago
- State Space Estimation of Time Series Models in Python: Statsmodels☆44Updated 8 years ago
- Draft introduction to probability and inference aimed at the Stan manual.☆84Updated 9 years ago
- Pareto smoothed importance sampling (PSIS) and PSIS leave-one-out cross-validation for Python and Matlab/Octave☆79Updated last year