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cog-imperial
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OMLT
Represent trained machine learning models as Pyomo optimization formulations
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Using OMLT block (Linear Tree) to estimate derivative w.r.t. time leads to error when applying pyomo.environ.TransformationFactory
#165
tomasvanoyen
opened
2 weeks ago
6
Fix hybrid bigm formulation for linear trees
#164
emma58
opened
1 month ago
1
Add tolerance to enforce strict inequalities in linear tree formulations
#163
emma58
closed
3 months ago
3
LightGBM Linear Tree
#162
mu-wang
closed
3 months ago
1
Linear Tree with Multiple Outputs
#161
zkilwein
opened
4 months ago
1
Test notebooks using testbook or delete TODO comment
#159
jezsadler
opened
5 months ago
1
Build more neural network tests with different activations and edge cases
#158
jezsadler
closed
5 months ago
1
TODOs in test_gbt_formulation
#157
jezsadler
opened
5 months ago
1
ReducedSpaceNNFormulation: look into increasing support for other layers/activations
#156
jezsadler
closed
5 months ago
1
ReducedSpaceNNFormulation: add checking on layer type
#155
jezsadler
opened
5 months ago
2
MaxPool layers: add support for non-increasing activation functions on preceding convolutional layer
#154
jezsadler
closed
5 months ago
1
Complete missing docstrings across OMLT codebase
#153
jezsadler
opened
5 months ago
0
Bounds Handling in Linear Tree
#152
bammari
opened
5 months ago
1
[WIP] Lgbm linear reader
#151
bammari
opened
5 months ago
1
Error building BigM reformulation for ReLU activations
#150
isaingit
opened
5 months ago
2
Clean up package boilerplate
#149
lukasturcani
closed
3 months ago
2
update codecov action
#147
jalving
closed
6 months ago
1
Switching test models to Keras3 format
#146
jezsadler
closed
6 months ago
1
fix notebook; re-add workflow
#145
jalving
closed
6 months ago
2
Replace _BlockData with BlockData
#144
andrewlee94
closed
3 months ago
2
Fixing 404 errors of links to notebooks in the documentation
#143
Epanemu
closed
3 months ago
1
Fixing a 404 link in the documentation
#142
Epanemu
closed
6 months ago
0
OmltVar abstraction classes
#141
jezsadler
opened
7 months ago
5
Update README.rst
#140
zshiqiang
closed
7 months ago
1
Increasing coverage
#139
rmisener
opened
11 months ago
0
Support for explicit padding and dilations in 2D CNN layers
#138
jezsadler
opened
1 year ago
2
Replacing assert statements with Exceptions
#137
jezsadler
closed
11 months ago
1
add documentations
#136
zshiqiang
closed
11 months ago
1
[WIP] Allow for linear tree classifiers
#135
bammari
opened
1 year ago
1
Error with Linear Tree Formulation: "ModuleNotFoundError" despite module presence
#134
bahar239
closed
1 year ago
8
Kernel Crash in MNIST Examples: Import Order Affects Execution
#133
bahar239
opened
1 year ago
0
OMLT CBC Solver Error
#132
bspiveyxom
opened
1 year ago
1
Update readthedocs to v2
#131
jalving
closed
12 months ago
1
OMLT Main Example: Pyomo build_formation function fails
#130
bspiveyxom
closed
1 year ago
1
More features for CNN in OMLT
#129
zshiqiang
opened
1 year ago
0
Formulation classes checking for single input/output layers in multiple places
#128
jezsadler
opened
1 year ago
0
Update README.rst
#126
bammari
closed
1 year ago
0
Defining activation functions in several places
#125
rmisener
opened
1 year ago
0
Increase execution timeout
#124
bammari
closed
1 year ago
4
Quickstart guide amendments
#123
jezsadler
closed
1 year ago
1
onnxruntime provider
#122
bammari
closed
1 year ago
1
Add activations onnx
#121
juan-campos
closed
1 year ago
1
Need to investigate error when user does not provide bounds to load_keras_sequential
#120
carldlaird
opened
1 year ago
0
Need assistance with integrating a pre-trained neural network into Pyomo model using OMLT
#119
harshita1999
closed
1 year ago
1
[WIP] Collaborating on notebook-tests - DO NOT MERGE
#118
carldlaird
closed
1 year ago
0
[WIP] adding additional tests for notebooks
#117
kalset1
opened
1 year ago
2
[WIP] Adding more notebook tests
#116
kalset1
closed
1 year ago
0
[WIP] adding to testbooks-notebooks-testing branch
#115
kalset1
closed
1 year ago
0
Testbook notebooks testing
#114
carldlaird
closed
1 year ago
1
Adding tanh and softplus to onnx_parser
#113
juan-campos
closed
1 year ago
1
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