- Fix compatibility with Julia 0.6 [#341, #330, #293]
- Support of Stan interface [#343, #326]
- Fix Binomial distribution for gradients. [#311]
- Stochastic gradient Hamiltonian Monte Carlo [#201]; Stochastic gradient Langevin dynamics [#27]
- More particle MCMC family samplers: PIMH & PMMH [#364, #369]
- Disable adaptive resampling for CSMC [#357]
- Fix resampler for SMC [#338]
- Interactive particle MCMC [#334]
- Add type alias CSMC for PG [#333]
- Fix progress meter [#317]
- NUTS implementation #188
- HMC: Transforms of ϵ for each variable #67 (replace with introducing mass matrix)
- Finish: Sampler (internal) interface design #107
- Substantially improve performance of HMC and Gibbs #7
- Vectorising likelihood computations #117 #255
- Remove obsolete
randoc,randc? #156 - Support truncated distribution. #87
- Refactoring code: Unify VarInfo, Trace, TaskLocalStorage #96
- Refactoring code: Better gradient interface #97
- Gibbs sampler ([#73])
- HMC for constrained variables ([#66]; no support for varying dimensions)
- Added support for
Mamba.Chain([#90]): describe, plot etc. - New interface design ([#55]), ([#104])
- Bugfixes and general improvements (e.g.
VarInfo[#96])
- Initial support for Hamiltonian Monte Carlo (no support for discrete/constrained variables)
- Require Julia 0.5
- Bugfixes and general improvements
The initial releases of Turing.
- Particle MCMC, SMC, IS
- Implemented copying for Julia Task
- Implemented copy-on-write data structure
TArrayfor Tasks