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Try flow hmc in covtype dataset #277

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Try flow hmc in covtype dataset #277

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77012ea
sketch the boiler plate for bnaf
fehiepsi Jul 1, 2019
b4f2a82
add permute and nn.Tanh
fehiepsi Jul 1, 2019
871d55e
tries to find valid init_params
fehiepsi Jul 8, 2019
98d0315
move find valid initial params to infer.util
fehiepsi Jul 10, 2019
5286704
fix import
fehiepsi Jul 10, 2019
cf059b9
incorporate various init strategy
fehiepsi Jul 11, 2019
4443f13
use init strategy in autoguide
fehiepsi Jul 12, 2019
9692da4
merge master, resolve conflicts
fehiepsi Aug 1, 2019
3d23e7e
use np.mean inplace of np.median
fehiepsi Aug 1, 2019
3a211bd
dynamic support for svi and autoguide
fehiepsi Aug 2, 2019
6e956ee
fig typos
fehiepsi Aug 3, 2019
818b062
add tests and update autoguide for dynamic support
fehiepsi Aug 5, 2019
25b2408
swap actual and expected in test
fehiepsi Aug 5, 2019
76a89f4
address comment
fehiepsi Aug 5, 2019
c392565
fix issue at elbo loss, at test for autoguide
fehiepsi Aug 5, 2019
75bb0a9
fix import at hmc_util test
fehiepsi Aug 5, 2019
c8d140f
merge svi support
fehiepsi Aug 5, 2019
29b4097
merge master
fehiepsi Aug 7, 2019
f33c0cf
use cov instead of np.cov, defer the change to later PR
fehiepsi Aug 7, 2019
240399b
add option param_as_improper
fehiepsi Aug 7, 2019
92293cc
support param as improper
fehiepsi Aug 7, 2019
3d5d1e8
add covtype notebook
fehiepsi Aug 8, 2019
0fcfb1d
temporary save
fehiepsi Aug 9, 2019
c3a9438
add iaf result
fehiepsi Aug 10, 2019
493ca87
temp delete
fehiepsi Aug 11, 2019
e491230
add flowhmc section, currently do not work
fehiepsi Aug 11, 2019
54e59cc
merge master
fehiepsi Sep 16, 2019
7e3064b
add block neural arn implementation
fehiepsi Sep 17, 2019
0e95a9b
implement residual gate
fehiepsi Sep 18, 2019
db797c4
updates nn for jax46
fehiepsi Sep 18, 2019
46faa8e
relax version restriction
fehiepsi Sep 18, 2019
904adb8
change softmax import in ts notebook
fehiepsi Sep 18, 2019
7f0fba9
add tests for bnaf
fehiepsi Sep 18, 2019
45c849c
make sure that mask_o is upper triangular matrix, not lower
fehiepsi Sep 18, 2019
8f04ca3
use Elu for IAF
fehiepsi Sep 18, 2019
0bc59d1
revert arn test
fehiepsi Sep 18, 2019
deeee19
add bnaf autoguide
fehiepsi Sep 18, 2019
38add0a
use bnaf in neutra
fehiepsi Sep 18, 2019
dd0b8b8
Merge remote-tracking branch 'upstream' into bnaf
fehiepsi Sep 18, 2019
952e8ef
finalllygit add -u .git add -u .! neutra example works
fehiepsi Sep 19, 2019
c736b43
Merge branch 'bnaf' into autobnaf
fehiepsi Sep 26, 2019
585b3d8
Merge branch 'master' into autobnaf
fehiepsi Sep 26, 2019
da2f359
resolve merge conflict
fehiepsi Sep 26, 2019
866ce17
fix typo
fehiepsi Sep 26, 2019
e5df203
merge bnaf branch
fehiepsi Sep 26, 2019
96d173d
merge master
fehiepsi Oct 9, 2019
087d63d
merge master, resolve conflict
fehiepsi Oct 9, 2019
b2fb2f1
Merge branch 'autobnaf' into covertype
fehiepsi Oct 9, 2019
8db30e1
try bnaf
fehiepsi Oct 14, 2019
56a3863
merge master
fehiepsi Oct 31, 2019
07c801d
merge master
fehiepsi Jan 8, 2021
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