darrenjw / logregLinks
Bayesian inference for a logistic regression model in various languages
☆43Updated 2 years ago
Alternatives and similar repositories for logreg
Users that are interested in logreg are comparing it to the libraries listed below
Sorting:
- AeMCMC is a Python library that automates the construction of samplers for Aesara graphs representing statistical models.☆38Updated 2 years ago
- Evaluation Framework for Probabilistic Programming Languages☆103Updated last year
- Automatic Reparameterisation of Probabilistic Programs☆36Updated 5 years ago
- Painless optimisation of constrained variables in AutoGrad, TensorFlow, PyTorch, and JAX☆23Updated 2 years ago
- Generic API for dispatch to Pyro backends.☆16Updated 3 years ago
- Tutorials and sampling algorithm comparisons☆77Updated this week
- An interactive visualization tool that transforms probabilistic programming models into an "Interactive Probabilistic Models Explorer".☆24Updated last year
- Jax SSM Library☆48Updated 2 years ago
- probabilistic programming focused on fun☆43Updated this week
- A Simple Statistical Distribution Library in JAX☆16Updated last year
- An HMC/NUTS implementation in Aesara☆31Updated 2 years ago
- Exponential families for JAX☆75Updated this week
- Automated Bayesian model discovery for time series data☆83Updated this week
- Tools for an Aesara-based PPL.☆66Updated last year
- Fully Bayesian Inference in GPs - Gaussian and Generic Likelihoods☆22Updated 2 years ago
- An introduction to functional programming for scalable statistical computing☆76Updated last year
- "Discontinuous Hamiltonian Monte Carlo for sampling discrete parameters" by Akihiko Nishimura, David Dunson, Jianfeng Lu☆28Updated 7 years ago
- Sampling with Blackjax on Aesara☆11Updated 2 years ago
- Fast inference for Gaussian processes in problems involving time. Partly built on results from https://proceedings.mlr.press/v161/tebbutt…☆120Updated last week
- Lectures on Quantitative Economics Using JAX☆45Updated last month
- Benchmarks of Bayesian Nonparametric models in Turing and other PPLs☆28Updated last year
- Compares Stan, PyMC, and PyMC + JAX numpyro sampler on a model for tennis☆33Updated 2 years ago
- Bayesian Regression Models in Pyro☆73Updated last year
- Inference Combinators in JAX☆51Updated 5 months ago
- Causal, Higher-Order, Probabilistic Programming☆174Updated last week
- A generic interface for linear algebra backends☆74Updated 7 months ago
- Bayesian Bandits☆68Updated 2 years ago
- A framework for composing Neural Processes in Julia☆76Updated 4 years ago
- A Julia implementation of sparse Gaussian processes via path-wise doubly stochastic variational inference.☆33Updated 5 years ago
- Bayesian inference and posterior analysis for Python☆46Updated last year