QuantEcon / lecture-jaxLinks
Lectures on Quantitative Economics Using JAX
☆37Updated last week
Alternatives and similar repositories for lecture-jax
Users that are interested in lecture-jax are comparing it to the libraries listed below
Sorting:
- Tutorials and sampling algorithm comparisons☆75Updated this week
- A Simple Statistical Distribution Library in JAX☆16Updated last year
- Sampling with Blackjax on Aesara☆11Updated 2 years ago
- AeMCMC is a Python library that automates the construction of samplers for Aesara graphs representing statistical models.☆39Updated last year
- Self-tuning HMC algorithms and evaluations☆19Updated 7 months ago
- Course materials of "Bayesian Modelling and Probabilistic Programming with Numpyro, and Deep Generative Surrogates for Epidemiology"☆65Updated 3 months ago
- Probabilistic deep learning using JAX☆14Updated 3 months ago
- probabilistic programming focused on fun☆41Updated 7 months ago
- A simple library to run variational inference on Stan models.☆32Updated 2 years ago
- Turning SymPy expressions into JAX functions☆45Updated 4 years ago
- Home for the book-in-progress 'Bayesian Learning'☆28Updated last week
- An ultra-lightweight JAX implementation of sparse Gaussian processes via pathwise sampling.☆22Updated 4 years ago
- Compares Stan, PyMC, and PyMC + JAX numpyro sampler on a model for tennis☆32Updated 2 years ago
- A system for Bayesian estimation of state space models using PyMC☆33Updated last year
- Neat Bayesian machine learning examples☆58Updated 4 months ago
- Bayesian inference and posterior analysis for Python☆44Updated last year
- Jax SSM Library☆48Updated 2 years ago
- Course material for the PhD course in Advanced Bayesian Learning☆60Updated 3 months ago
- Kernels, the machine learning ones☆14Updated 2 years ago
- Bayesian Bandits☆68Updated last year
- Probabilistic numerical finite differences. Compute finite difference weights and differentiation matrices on scattered data sites and wi…☆11Updated 2 years ago
- Markov Chain Monte Carlo Visualization Tools☆25Updated last month
- Bayesian inference for a logistic regression model in various languages☆42Updated last year
- Probabilistic ODE solvers are fun, but are they fast? See also: https://github.com/pnkraemer/probdiffeq for JAX code or https://github.c…☆21Updated 10 months ago
- Probabilistic solvers for differential equations in JAX. Adaptive ODE solvers with calibration, state-space model factorisations, and cus…☆47Updated 2 months ago
- A Bayesian model for time-series count data with weekend effects and a lagged reporting process☆10Updated 3 years ago
- Turing.jl port of the book "Regression and Other Stories" by Andrew Gelman, Jennifer Hill, and Aki Vehtari☆19Updated 3 years ago
- ☆17Updated 2 years ago
- IterGP: Computation-Aware Gaussian Process Inference (NeurIPS 2022)☆41Updated 2 years ago
- Book Chapter Drafts☆32Updated 8 months ago