ludgerpaehler / probprog-scienceLinks
Course material for "Introduction to Probabilistic Programming for Scientific Discovery"
☆17Updated 5 years ago
Alternatives and similar repositories for probprog-science
Users that are interested in probprog-science are comparing it to the libraries listed below
Sorting:
- Fast approximate high-dimensional hierarchical Bayesian inference☆34Updated last year
- Implementations of single and multi-ellipsoid nested sampling☆47Updated 3 months ago
- Methods for computational information geometry☆47Updated last week
- A Julia code for cosmological analysis.☆15Updated last year
- The automatically differentiable and GPU-compatible toolkit for CMB analysis.☆51Updated this week
- Implementation of Arxiv:2212.08549 in Julia☆15Updated 6 months ago
- Implementation of normalizing flows compatible with Bijectors.jl☆42Updated last week
- A zoo of implementations of differential equation problems in NumPy and JAX. Oscillators, chemical reactions, n-body problems, epidemiolo…☆16Updated last year
- ☆28Updated 3 years ago
- Sleek implementations of the ZigZag, Boomerang and other assorted piecewise deterministic Markov processes for Markov Chain Monte Carlo i…☆104Updated 2 years ago
- Provide all functions needed to work with augmented likelihoods (conditionally conjugate with Gaussians)☆21Updated last year
- Approximations for Gaussian processes: sparse variational inducing point approximations, Laplace approximation, ...☆38Updated last year
- It slices, it dices, it splices!☆139Updated 3 months ago
- Preheat your MCMC☆79Updated this week
- Physics-Enhanced Regression for Initial Value Problems☆20Updated last year
- Gaussian Process package based on data augmentation, sparsity and natural gradients☆137Updated last year
- Implementations of Infinitesimal Continuous Normalizing Flows Algorithms in Julia☆27Updated this week
- Probabilistic Numerical Differential Equation solvers via Bayesian filtering and smoothing☆129Updated 2 months ago
- Probabilistic ODE solvers are fun, but are they fast? See also: https://github.com/pnkraemer/probdiffeq for JAX code or https://github.c…☆21Updated last year
- Optimal transport algorithms for Julia☆105Updated this week
- Fast symbolic derivatives of runtime-generated expressions☆37Updated last month
- Common types and interfaces for probabilistic programming☆29Updated 3 weeks ago
- This tutorial is a basic guide to understanding the Zig-Zag Sampling method. This document is released with the aim of diffusion and shar…☆21Updated 6 years ago
- Website for the book "The Elements of Differentiable Programming".☆14Updated last month
- Turing.jl port of the book "Regression and Other Stories" by Andrew Gelman, Jennifer Hill, and Aki Vehtari☆19Updated 3 years ago
- Differentiate python calls from Julia☆55Updated 3 years ago
- ☆28Updated 2 weeks ago
- Octofitter is a Julia package for performing Bayesian inference against a wide variety of exoplanet and binary star data.☆43Updated this week
- ☆36Updated last year
- Manage your Julia dependencies from Python☆57Updated last month