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cog-imperial
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OMLT
Represent trained machine learning models as Pyomo optimization formulations
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Use smaller relu NN for auto-thermal-reformer
#45
jalving
closed
2 years ago
2
Update LICENSE.rst
#44
carldlaird
closed
2 years ago
1
update readme with new formulation name
#43
jalving
closed
2 years ago
1
notebook tests may time-out
#42
jalving
closed
2 years ago
1
NN notebooks
#41
tsaycal
closed
2 years ago
0
update notebooks to pass tests
#40
jalving
closed
2 years ago
3
Working optimal adversary notebooks.
#39
tsaycal
closed
2 years ago
2
update full-space cnn
#38
jalving
closed
2 years ago
2
Add direct interfaces to LGBM, CatBoost, etc. to allow for categorical vars
#37
ThebTron
closed
2 years ago
1
remove categorical vars
#36
ThebTron
closed
2 years ago
1
Partition based formulation
#35
fracek
closed
2 years ago
5
Variable type for NN bounds
#34
tsaycal
closed
2 years ago
4
Renaming and adding specific formulation classes
#33
carldlaird
closed
2 years ago
1
GBT examples
#32
rmisener
closed
2 years ago
2
Notebooks for the auto-thermal-reformer example
#31
carldlaird
closed
2 years ago
2
Test notebooks
#30
fracek
closed
2 years ago
6
Neural network formulations notebook
#29
jalving
closed
2 years ago
2
responding to PR comments
#28
carldlaird
closed
2 years ago
0
Complete testing for gbt
#27
carldlaird
closed
2 years ago
2
Cleanup in activations (constraints and functions)
#26
carldlaird
opened
2 years ago
0
Add checks for unsupported activation operation types
#25
carldlaird
opened
2 years ago
0
Layer formulation
#24
carldlaird
closed
2 years ago
1
Dummy PR to get tests to run
#23
carldlaird
closed
2 years ago
1
KeyError: 'relu'.
#22
wangyexiang
closed
2 years ago
0
Reworking of network definition ... and other stories
#21
carldlaird
closed
2 years ago
0
Add GBT notebooks
#20
fracek
closed
2 years ago
3
Mixing ReLU and non-linear activation functions
#19
fracek
closed
2 years ago
1
Display logo in readme
#18
fracek
closed
2 years ago
1
The upper bound on z should always be at least 0
#17
michaelbynum
closed
2 years ago
5
relu formulation needs relationship between zhat and q
#16
michaelbynum
closed
2 years ago
2
Discuss import structure
#15
carldlaird
opened
2 years ago
0
[WIP] New NetworkDefinition with CNN support
#14
fracek
closed
2 years ago
4
Change copyright notices to OMLT developers
#13
fracek
closed
2 years ago
1
add codecov badge
#12
jalving
closed
2 years ago
5
Package issues
#11
fracek
closed
2 years ago
2
Update README.rst
#10
ThebTron
closed
2 years ago
0
Copyright in documentation
#9
fracek
closed
2 years ago
2
Rename project to omlt
#8
fracek
closed
2 years ago
5
[WIP] Setup github actions
#7
jalving
closed
2 years ago
8
Support for vector-valued activation functions
#6
jalving
closed
2 years ago
2
Support for sci-kit learn neural networks
#5
jalving
opened
2 years ago
5
IndexedVar no longer works
#4
jalving
closed
2 years ago
2
Add Sandia acknowledgement
#3
jalving
closed
2 years ago
0
Add gemm nodes to onnx reader
#2
fracek
closed
2 years ago
1
fix reduced space output
#1
jalving
closed
2 years ago
1
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