TuringLang / AdvancedHMC.jl
Robust, modular and efficient implementation of advanced Hamiltonian Monte Carlo algorithms
☆243Updated this week
Related projects ⓘ
Alternatives and complementary repositories for AdvancedHMC.jl
- Types and utility functions for summarizing Markov chain Monte Carlo simulations☆268Updated last month
- Julia package for kernel functions for machine learning☆266Updated 3 months ago
- Implementation of normalising flows and constrained random variable transformations☆202Updated this week
- Fast non-allocating calculations of gradients, Jacobians, and Hessians with sparsity support☆253Updated last month
- A Julia Basket of Hand-Picked Krylov Methods☆357Updated this week
- Implementation of robust dynamic Hamiltonian Monte Carlo methods (NUTS) in Julia.☆245Updated 11 months ago
- Taylor polynomial expansions in one and several independent variables.☆352Updated 2 weeks ago
- Abstract types and methods for Gaussian Processes.☆220Updated 2 weeks ago
- Lazy arrays and linear algebra in Julia☆303Updated 2 weeks ago
- Build and simulate jump equations like Gillespie simulations and jump diffusions with constant and state-dependent rates and mix with dif…☆141Updated this week
- High accuracy derivatives, estimated via numerical finite differences (formerly FDM.jl)☆298Updated 4 months ago
- forward and reverse mode automatic differentiation primitives for Julia Base + StdLibs☆434Updated last week
- AD-backend agnostic system defining custom forward and reverse mode rules. This is the light weight core to allow you to define rules for…☆257Updated last month
- Probabilistic Programming with Gaussian processes in Julia☆340Updated last year
- Solvers for stochastic differential equations which connect with the scientific machine learning (SciML) ecosystem☆251Updated this week
- Implementation of domain-specific language (DSL) for dynamic probabilistic programming☆164Updated this week
- A common interface for quadrature and numerical integration for the SciML scientific machine learning organization☆226Updated 2 months ago
- Tools for easily handling objects like arrays of arrays and deeper nestings in scientific machine learning (SciML) and other applications☆216Updated this week
- Neural Network primitives with multiple backends☆204Updated 2 weeks ago
- Plots in Julia using the PGFPlots LaTeX package☆301Updated 3 weeks ago
- Fast sequential, threaded, and distributed for-loops for Julia—fold for humans™☆308Updated last week
- Arrays with arbitrarily nested named components.☆292Updated this week
- Multi-threaded BLAS-like library that provides pure Julia matrix multiplication☆232Updated 3 months ago
- Robust implementation for random-walk Metropolis-Hastings algorithms☆93Updated last week
- Julia package for orthogonal polynomial transforms☆264Updated this week
- Propagation of distributions by Monte-Carlo sampling: Real number types with uncertainty represented by samples.☆264Updated this week
- Tools for the exploration of chaos and nonlinear dynamics☆189Updated this week
- Next-generation AD☆435Updated this week
- LinearSolve.jl: High-Performance Unified Interface for Linear Solvers in Julia. Easily switch between factorization and Krylov methods, a…☆248Updated this week
- Hyperparameter optimization in Julia.☆200Updated last year