aesara-devs / aehmc

An HMC/NUTS implementation in Aesara

aesara-devs/aehmc Issues

`ProposalStateType`, `IntegratorStateType`, etc should be `namedtuple`s
Closed a year ago1
pre-commit hooks setup is failing.
Closed a year ago1
Incorrect momentum samples generated when inverse mass matrix is 2D.
Closed a year ago
`test_hmc_mcse` unit test suddenly failing to pass due to `aesara.gradient.DisconnectedInputError` error.
Closed a year ago2
Slow compilation time in warmup tests.
Updated a year ago2
Update step size dtypes
Updated a year ago1
Initialize `RaveledParamsMap` with dictionaries
Updated a year ago
Fix the example notebook
Closed 2 years ago
Set `filterwarnings` to `error` in the tests
Closed 2 years ago3
Change the use of "optimize" to "rewrite"
Closed 2 years ago2
NUTS kernel fails with large log-probability values and step size
Closed 2 years ago
Replace Python 3.9 with 3.10 in tests
Closed 2 years ago
Add an `environment.yml` for easily constructing valid Conda dev environments
Closed 2 years ago
Add `KernelType` type annotation
Updated 2 years ago
The warmup should be exposed as a kernel
Closed 2 years ago
Rename `hmc.kernel` and `nuts.kernel`
Closed 2 years ago2
Handle `dtype`s in a systematic way
Closed 2 years ago
Make HMC and NUTS return extra information
Closed 2 years ago
Remove reference to JAX in docstring
Closed 2 years ago
Transpile the samplers with Aesara's JAX linker
Updated 2 years ago
Transpile the samplers with Aesara's Numba linker
Updated 2 years ago
Add high-level API
Closed 2 years ago3
Add tuning
Closed 2 years ago2
Create non-trivial examples using `aeppl`'s new log-probability features
Closed 2 years ago2
README example not working as expected.
Closed 2 years ago4
Example notebook has old Aesara warnings
Closed 2 years ago4
Mass matrix adaptation and other features
Closed 3 years ago1
Kernels should have `kernel(state, *parameters)` signature
Closed 3 years ago
Add function to create a new HMC state
Closed 3 years ago
Add Welford algorithm to compute covariance
Closed 3 years ago
Add Dual Averaging
Closed 3 years ago
Create a conda-forge recipe
Closed 3 years ago2
Warning when running the `HMC.ipynb` notebook
Closed 3 years ago
`nuts.kernel` should take a `logprob_fn` as an argument
Closed 3 years ago
Broadcasting issues with scalar random variables
Closed 3 years ago3
Add a README
Closed 3 years ago
Typo in variable name.
Closed 3 years ago
Change `at.inv` to `at.reciprocal`
Closed 3 years ago1
Re-using the cholesky factor of the mass matrix when computing the kinetic energy of the momentum?
Closed 3 years ago5
Use `standard_normal` instead of `normal(0, 1)` function.
Closed 3 years ago4
Initial Aesara HMC conversion
Closed 3 years ago1