gelijergensen Constrained-Neural-Nets-Workbook issues

gelijergensen / Constrained-Neural-Nets-Workbook

A workbook for investigating constrained neural networks in PyTorch

MIT License

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Added environment yaml

#127 gelijergensen closed 5 years ago
0
Hopefully fixed the links this time

#126 gelijergensen closed 5 years ago
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Fixed the links to use the site url correctly

#125 gelijergensen closed 5 years ago
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Page first draft

#124 gelijergensen closed 5 years ago
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Ensure repo2docker works with the project

#123 gelijergensen opened 5 years ago
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Github Page with description of experiments and results

#122 gelijergensen opened 5 years ago
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Added some layout files and dummy figures

#121 gelijergensen closed 5 years ago
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Added python file for Experiment B submission

#120 gelijergensen closed 5 years ago
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Slurm

#119 gelijergensen closed 5 years ago
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Restructure

#118 gelijergensen closed 5 years ago
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Readme

#117 gelijergensen closed 5 years ago
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Pages setup

#116 gelijergensen closed 5 years ago
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Projection monitoring

#115 gelijergensen closed 5 years ago
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Attempted (unsuccessfully) to fix wave PDEs/tests

#114 gelijergensen closed 5 years ago
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Visualization of constraint during projection

#113 gelijergensen closed 5 years ago
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Spectral model

#112 gelijergensen opened 5 years ago
1
Experiment B multiprocess

#111 gelijergensen closed 5 years ago
1
Experiment c redux

#110 gelijergensen closed 5 years ago
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Experiment B submission

#109 gelijergensen closed 5 years ago
1
Experiment C stochastic descent

#108 gelijergensen closed 5 years ago
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We can now support tolerances

#107 gelijergensen closed 5 years ago
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Confirmed no PDE bug and fixed timing plot

#106 gelijergensen closed 5 years ago
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Experiment c

#105 gelijergensen closed 5 years ago
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Bug with tolerance in Experiment C

#104 gelijergensen closed 5 years ago
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Possible bug in Helmholtz PDE, too

#103 gelijergensen closed 5 years ago
2
Bug in Pythagorean PDE

#102 gelijergensen opened 5 years ago
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Experiment C: Non-linear gradient-based projection

#101 gelijergensen closed 5 years ago
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Monitors memory

#100 gelijergensen closed 5 years ago
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GPU

#99 gelijergensen closed 5 years ago
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Ran full timing experiment with num constraints

#98 gelijergensen closed 5 years ago
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Multiple constraints

#97 gelijergensen closed 5 years ago
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Defined experiment (first pass) for "real"

#96 gelijergensen closed 5 years ago
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Deprecated approximation and removed from Exp. A

#95 gelijergensen closed 5 years ago
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Officially deprecate the approximate method

#94 gelijergensen closed 5 years ago
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Trig constraint

#93 gelijergensen closed 5 years ago
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Bug in computing jacobians for batchwise case

#92 gelijergensen closed 5 years ago
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Augment Experiment A with alternative constraint

#91 gelijergensen closed 5 years ago
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Monitor gradients

#90 gelijergensen closed 5 years ago
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Memory usage appears to be too high

#89 gelijergensen closed 5 years ago
3
Timing experiment

#88 gelijergensen closed 5 years ago
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Added swish activation function

#87 gelijergensen closed 5 years ago
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Pde part visualization

#86 gelijergensen closed 5 years ago
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Implement Swish activation function

#85 gelijergensen closed 5 years ago
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Parallelized multiplier computation

#84 gelijergensen closed 5 years ago
1
Notebook for timing experiment

#83 gelijergensen closed 5 years ago
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Augment Experiment A to also do exponentials

#82 gelijergensen closed 5 years ago
1
Parameterized architecture

#81 gelijergensen closed 5 years ago
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Monitoring and visualization of parts of PDEs

#80 gelijergensen closed 5 years ago
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Visualization of the values and gradients of parameters

#79 gelijergensen closed 5 years ago
2
Parameterized experiment a

#78 gelijergensen closed 5 years ago
0