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aesara-devs
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aehmc
An HMC/NUTS implementation in Aesara
MIT License
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README example not working as expected.
#49
zoj613
closed
2 years ago
4
Implement window adaptation
#48
rlouf
closed
2 years ago
3
Add window adaptation
#47
rlouf
closed
2 years ago
1
Add MCSE test for NUTS and HMC
#46
rlouf
closed
2 years ago
0
Fix NUTS
#45
rlouf
closed
2 years ago
4
Implement mass matrix adaptation
#44
rlouf
closed
2 years ago
2
Add Stan window adaptation schedule
#43
rlouf
closed
2 years ago
1
Raise exception on shape error in CI
#42
rlouf
closed
2 years ago
6
Implement step-size adaptation
#41
rlouf
closed
2 years ago
2
Kernels should have `kernel(state, *parameters)` signature
#40
rlouf
closed
2 years ago
0
Handle `dtype`s in a systematic way
#39
rlouf
closed
2 years ago
0
Add Welford's online algorithm
#38
rlouf
closed
2 years ago
3
Add Welford algorithm to compute covariance
#36
rlouf
closed
2 years ago
0
Add dual averaging algorithm
#35
rlouf
closed
2 years ago
7
Add Dual Averaging
#34
rlouf
closed
2 years ago
0
Warning when running the `HMC.ipynb` notebook
#32
rlouf
closed
2 years ago
0
Build the NUTS kernel with a logprob function
#31
rlouf
closed
2 years ago
1
`nuts.kernel` should take a `logprob_fn` as an argument
#30
rlouf
closed
2 years ago
0
Add function to create a new HMC (or NUTS) state
#29
rlouf
closed
2 years ago
9
Rename `hmc.kernel` and `nuts.kernel`
#28
rlouf
closed
2 years ago
2
Generate a scalar momentum for scalar inverse mass matrices
#27
rlouf
closed
2 years ago
4
Broadcasting issues with scalar random variables
#26
rlouf
closed
2 years ago
3
Add README
#25
rlouf
closed
2 years ago
7
Make HMC and NUTS return extra information
#24
rlouf
closed
2 years ago
0
Add logistic regression example with NUTS
#23
rlouf
closed
2 years ago
14
Add function to create a new HMC state
#22
rlouf
closed
2 years ago
0
Mass matrix adaptation and other features
#21
brandonwillard
closed
2 years ago
1
Remove NumFOCUS from FUNDING.yml
#20
brandonwillard
closed
3 years ago
1
Use `aeppl` and the new `RaveledParamsMap` in the HMC example.
#19
rlouf
closed
3 years ago
7
Add `RaveledParamsMap`
#18
brandonwillard
closed
3 years ago
1
Create a conda-forge recipe
#17
brandonwillard
closed
2 years ago
2
Add a README
#16
brandonwillard
closed
2 years ago
0
Update `pre-commit` hooks
#15
brandonwillard
closed
3 years ago
0
Small fixes
#14
rlouf
closed
3 years ago
5
Re-using the cholesky factor of the mass matrix when computing the kinetic energy of the momentum?
#13
zoj613
closed
3 years ago
5
Change `at.inv` to `at.reciprocal`
#12
zoj613
closed
3 years ago
1
Use `standard_normal` instead of `normal(0, 1)` function.
#11
zoj613
closed
3 years ago
4
Typo in variable name.
#10
zoj613
closed
3 years ago
0
Cancel running workflows for updated pull requests
#9
brandonwillard
closed
3 years ago
1
Create non-trivial examples using `aeppl`'s new log-probability features
#8
brandonwillard
closed
2 years ago
2
add NUTS kernel
#7
rlouf
closed
3 years ago
18
Updates post org transfer
#6
brandonwillard
closed
3 years ago
0
add the HMC kernel
#5
rlouf
closed
3 years ago
8
Add static trajectory integrator
#4
rlouf
closed
3 years ago
1
Euclidean gaussian metric
#3
rlouf
closed
3 years ago
1
add test for velocity verlet
#2
rlouf
closed
3 years ago
2
Initial Aesara HMC conversion
#1
brandonwillard
closed
3 years ago
1
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