cog-imperial OMLT issues

cog-imperial / OMLT

Represent trained machine learning models as Pyomo optimization formulations

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Test notebooks using testbook or delete TODO comment

#159 jezsadler opened 2 weeks ago
1
Build more neural network tests with different activations and edge cases

#158 jezsadler closed 2 weeks ago
1
TODOs in test_gbt_formulation

#157 jezsadler opened 2 weeks ago
1
ReducedSpaceNNFormulation: look into increasing support for other layers/activations

#156 jezsadler closed 2 weeks ago
1
ReducedSpaceNNFormulation: add checking on layer type

#155 jezsadler opened 2 weeks ago
2
MaxPool layers: add support for non-increasing activation functions on preceding convolutional layer

#154 jezsadler closed 2 weeks ago
1
Complete missing docstrings across OMLT codebase

#153 jezsadler opened 2 weeks ago
0
Bounds Handling in Linear Tree

#152 bammari opened 2 weeks ago
0
[WIP] Lgbm linear reader

#151 bammari opened 2 weeks ago
0
Error building BigM reformulation for ReLU activations

#150 isaingit opened 2 weeks ago
0
Clean up package boilerplate

#149 lukasturcani opened 1 month ago
2
update codecov action

#147 jalving closed 1 month ago
1
Switching test models to Keras3 format

#146 jezsadler closed 1 month ago
1
fix notebook; re-add workflow

#145 jalving closed 1 month ago
2
Replace _BlockData with BlockData

#144 andrewlee94 opened 2 months ago
1
Fixing 404 errors of links to notebooks in the documentation

#143 Epanemu opened 2 months ago
1
Fixing a 404 link in the documentation

#142 Epanemu closed 2 months ago
0
OmltVar abstraction classes

#141 jezsadler opened 2 months ago
5
Update README.rst

#140 zshiqiang closed 2 months ago
1
Increasing coverage

#139 rmisener opened 7 months ago
0
Support for explicit padding and dilations in 2D CNN layers

#138 jezsadler opened 7 months ago
1
Replacing assert statements with Exceptions

#137 jezsadler closed 7 months ago
1
add documentations

#136 zshiqiang closed 7 months ago
1
[WIP] Allow for linear tree classifiers

#135 bammari opened 8 months ago
1
Error with Linear Tree Formulation: "ModuleNotFoundError" despite module presence

#134 bahar239 closed 8 months ago
8
Kernel Crash in MNIST Examples: Import Order Affects Execution

#133 bahar239 opened 8 months ago
0
OMLT CBC Solver Error

#132 bspiveyxom opened 8 months ago
1
Update readthedocs to v2

#131 jalving closed 7 months ago
1
OMLT Main Example: Pyomo build_formation function fails

#130 bspiveyxom closed 8 months ago
1
More features for CNN in OMLT

#129 zshiqiang opened 8 months ago
0
Formulation classes checking for single input/output layers in multiple places

#128 jezsadler opened 8 months ago
0
Update README.rst

#126 bammari closed 8 months ago
0
Defining activation functions in several places

#125 rmisener opened 9 months ago
0
Increase execution timeout

#124 bammari closed 8 months ago
4
Quickstart guide amendments

#123 jezsadler closed 9 months ago
1
onnxruntime provider

#122 bammari closed 9 months ago
1
Add activations onnx

#121 juan-campos closed 9 months ago
1
Need to investigate error when user does not provide bounds to load_keras_sequential

#120 carldlaird opened 11 months ago
0
Need assistance with integrating a pre-trained neural network into Pyomo model using OMLT

#119 harshita1999 closed 9 months ago
1
[WIP] Collaborating on notebook-tests - DO NOT MERGE

#118 carldlaird closed 11 months 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 10 months ago
1
Options for parsing/formulating sparse neural network

#112 tsaycal opened 1 year ago
0
Re-evaluate integration framework

#111 jalving opened 1 year ago
1
add graph neural networks

#110 zshiqiang closed 4 months ago
1
Importing a Pytorch neural network with tanh activation using ONNX does not work.

#109 caelorza closed 9 months ago
4
Linear Tree Implementation

#108 bammari closed 9 months ago
4