Who owns what method? #1
Description
Non-gradient
- Differential evolution: done I7 differential evolution #9
- DRAM: @ben18785 ? Very old PR Dram acmc #35
- DREAM: done add dream notebook #10
- Emcee hammer: done Monomial gamma + emcee hammer without data folder #12
- Haario AC: done I5 haario ac #6
- Haario-Bardenet AC: done I5 haario ac #6
- Metropolis: PR by @chonlei - changes requested I16 metropolis #17
- Population: done Population MCMC notebook #23
- Rao-Blackwell AC: @Rebecca-Rumney
- Slice doubling: done slice doubling notebook #31
- Slice stepout: PR by @FarmHJ slice stepout notebook #27
Gradient
- HMC: PR by @FarmHJ Create HMC notebook #39
- MALA: PR by @fcooper8472 Add MALA notebook #25
- NUTS: @I-Bouros Upload NUTS notebook #29
- Monomial gamma HMC: done Monomial gamma + emcee hammer without data folder #12
- Relativistic HMC: done write relativistic notebook #21
- Slice rank shrinking:
Nested
- Ellipsoid
- Rejection
ABC - not for paper
- rejection
- smc
Stochastic optimisers
- CMAES: done Optimisers CMAES, BareCMAES, ... #24
- CMAES bare bones implementation: done Optimisers CMAES, BareCMAES, ... #24
- PSO
- SNES: done Added SNES notebook. #34
- XNES: PR by @MichaelClerx in XNES Notebook #33
Deterministic optimisers - not for paper
- Ee do a notebook, but no statistical tests. Instead, write good value-based unit tests: start from a known position, check that you take the correct step.
- Adam
- Gradient descent done Added gradient descent notebook, to be converted to numerical unit test. #37
- irpropmin
- Nelder-mead