David Xu
David Xu
as per issue #15 - [ ] implement a set of famous NFs illustrating the usage of `NormalizingFlows.jl` + `Bijectors.jl` (a tentative list) - [x] planar and radial flow -...
- [ ] implement a set of famous NFs illustrating the usage of `NormalizingFlows.jl` + `Bijectors.jl` (a tentative list) - [x] planar and radial flow - [x] [Real NVP](https://arxiv.org/abs/1605.08803) -...
as per https://github.com/TuringLang/NormalizingFlows.jl/pull/8#discussion_r1283544729
- [x] synthetic examples that are challenging to sample - [x] Banana - [x] Cross distribution - [x] warped Gaussian - [x] neal's funnel
```julia using CUDA using LinearAlgebra using FunctionChains using Bijectors using Flux T = Float32 q0 = MvNormal(ones(T, 2)) Distributions._rand!(rng, q0_g, xx) ts = reduce(∘, [f32(Bijectors.PlanarLayer(2)) for _ in 1:2]) flow...
see https://github.com/EnzymeAD/Enzyme.jl/issues/916
- [ ] demonstrating the use of those flows on benchmark datasets/tasks - [ ] MNIST and its variant - [ ] Some image datasets - [ ] Bayesian inference...