SamDuffield / abileLinks
State-space model perspective on rating systems (pairwise comparisons).
☆20Updated 8 months ago
Alternatives and similar repositories for abile
Users that are interested in abile are comparing it to the libraries listed below
Sorting:
- Gaussian Process Model Building Interface☆51Updated 7 months ago
- Easily combine predictions from multiple Bayesian models using techniques including (pseudo) Bayesian model averaging, hierarchical stack…☆37Updated last year
- Bayesian modeling workshop at MIT SSAC 2024. March 2, 2024☆27Updated last year
- Bayesian inference and posterior analysis for Python☆46Updated last year
- Tutorials and sampling algorithm comparisons☆78Updated last week
- A system for Bayesian estimation of state space models using PyMC☆36Updated 3 months ago
- Random Forests for Conditional Density Estimation☆43Updated 4 years ago
- Kullback-Leibler projections for Bayesian model selection in Python☆40Updated last week
- stan2tfp is a lightweight interface to the TensorFlow Probability backend of the Stan compiler. It provides the necessary objects and fun…☆25Updated 3 years ago
- Compares Stan, PyMC, and PyMC + JAX numpyro sampler on a model for tennis☆33Updated 2 years ago
- An R package for many football models☆48Updated 3 months ago
- Using probabilistic programming to infer player ratings from matchup data.☆14Updated 4 years ago
- Distributional Gradient Boosting Machines☆27Updated 2 years ago
- Course materials of "Bayesian Modelling and Probabilistic Programming with Numpyro, and Deep Generative Surrogates for Epidemiology"☆70Updated 8 months ago
- Markov chain Monte Carlo general, and Hamiltonian Monte Carlo specific, diagnostics for Stan☆88Updated 4 months ago
- Lectures on Quantitative Economics Using JAX☆46Updated last week
- Bayesian experiments for football insights☆11Updated last month
- All things Monte Carlo, written in JAX.☆32Updated 2 years ago
- Step size adaptation for the No-U-Turn Sampler☆25Updated last week
- Efficient matrix representations for working with tabular data☆125Updated last week
- using probabilistic programming to build win probability model for NCAAM basketball☆18Updated 4 years ago
- A simple multicohort LTV calculator for subscriptions☆11Updated 2 years ago
- Pydata talk - Football Analytics Using Hierarchical Bayesian Models in PyMC☆26Updated 4 years ago
- ☆12Updated 5 years ago
- Sampling with Blackjax on Aesara☆11Updated 2 years ago
- Data for and description of the ACIC 2023 data competition☆32Updated 2 years ago
- A simple library to run variational inference on Stan models.☆33Updated 2 years ago
- ☆18Updated 2 years ago
- Simulation based calibration and generation of synthetic data.☆56Updated last month
- probabilistic programming focused on fun☆43Updated last week