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jeremiecoullon
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SGMCMCJax
Lightweight library of stochastic gradient MCMC algorithms written in JAX.
https://sgmcmcjax.readthedocs.io/en/latest/index.html
Apache License 2.0
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Road map of this project
#21
junpenglao
opened
3 years ago
2
batch_size = None doesn't give fullbatch grad estimator
#20
jeremiecoullon
opened
3 years ago
0
add mSGLD
#19
jeremiecoullon
opened
3 years ago
0
docs: add timings to sgmcmc examples
#18
jeremiecoullon
closed
3 years ago
1
docs: notebook showing different step size schedules
#17
jeremiecoullon
opened
3 years ago
0
Add a FAQ/gotchas section
#16
jeremiecoullon
closed
3 years ago
1
Add to PyPi
#15
jeremiecoullon
closed
3 years ago
1
Installation instructions
#14
jeremiecoullon
closed
3 years ago
1
sghmc slow to compile for flax CNN
#13
jeremiecoullon
closed
3 years ago
1
data tuple needs jax arrays
#12
jeremiecoullon
closed
3 years ago
1
Optimiser for CV estimator
#11
jeremiecoullon
closed
3 years ago
1
Test the samplers on Flax
#10
jeremiecoullon
closed
3 years ago
1
Add learning rate schedules
#9
jeremiecoullon
closed
3 years ago
1
Goals and non-goals
#8
jeremiecoullon
opened
3 years ago
0
statistical tests
#7
jeremiecoullon
opened
3 years ago
0
Palidrome diffusion solvers
#6
jeremiecoullon
closed
3 years ago
1
Documentation: how to add a sampler
#5
jeremiecoullon
closed
3 years ago
1
Add SGNHT
#4
jeremiecoullon
closed
3 years ago
1
Add docstrings and link to documentation
#3
jeremiecoullon
closed
2 years ago
0
Documentation for gradient estimators
#2
jeremiecoullon
closed
2 years ago
1
get started with tests
#1
jeremiecoullon
closed
3 years ago
1
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