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Feature/lbdn #59

Merged
merged 29 commits into from
May 10, 2023
Merged

Feature/lbdn #59

merged 29 commits into from
May 10, 2023

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nic-barbara
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@nic-barbara
Started implementing new LBDN structure based on Ray's recent submiss…
8a0e92a 
…ion to ICML
@nic-barbara
Merge branch 'main' of github.com:acfr/RobustNeuralNetworks.jl into f…
727823e 
…eature/LBDN
@nic-barbara
Changed naming convention for ren parameter types
ece4fb0
@nic-barbara
Moved explicit params and ren wrapper around
44edc1d
@nic-barbara
Added function type for nl
89f6752
@nic-barbara
Added basic LBDN functionality. yet to debug it
8d59a44
@nic-barbara
Testing lbdn stuff. Broken
92b75a7
@nic-barbara
Broken tests, trying something new
1cbfa3a
@nic-barbara
Changing LBDN to use tuples for parameter fields. Work in progress
1f2455f
@nic-barbara
Changed LBDN to use Tuples instead of vectors
88c3acc
@nic-barbara
Debugging autograd for LBDN. Possible solution found
f045cc3
@nic-barbara
Switched to Zygote buffers for array creation in LBDN construction
65a1704
@nic-barbara
Fixed bugs and tidied up code
e930b02
@nic-barbara
Added strict type setting to LBDN
15a4500
@nic-barbara
Switched explicit LBDN models to NTuples rather than vector of vector…
814f54a 
…s to improve speed in back propagation
@nic-barbara
Minor edits for speed improvement in model evaluation LBDN
446f43b
@nic-barbara
Small performance updates to Cayley transform
c84d96e
@nic-barbara
Added figure showing dimensionality effect in LBDN usage
150fa20
@nic-barbara
Switched to Chain for LBDN explicit model
3b73e39
@nic-barbara
Reverted back to for-loop LBDN structure
c3e72f8
@nic-barbara
Optimised for speed
1f84603
@nic-barbara
Minor edits to improve speed
704a7d4
@nic-barbara
Fixed bug with evaluation of dense lbdn layer, added benchmarking log
e3c89fc
@nic-barbara
Removed old lbdn test code
93ddb73
@nic-barbara
Added test for LBDN
66c7ce8
@nic-barbara
Added docstrings to LBDN functions and types
e3bf05b
@nic-barbara
Enforced type stability in REN and LBDN models
2f91733
@nic-barbara
Added LBDN docstrings to docs, fixed bugs
ef075a4
@nic-barbara
Merge branch 'main' into feature/LBDN
0bce5d3
@nic-barbara nic-barbara merged commit 751d644 into main May 10, 2023
@nic-barbara nic-barbara deleted the feature/LBDN branch May 16, 2023 03:41
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@jclinton830 jclinton830 jclinton830 approved these changes

@ruigangwang7 ruigangwang7 Awaiting requested review from ruigangwang7

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@nic-barbara @jclinton830