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Neural network multi-agent system#58

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StannisMod merged 48 commits intomainaimclub/SAMPO:mainfrom feature/nnaimclub/SAMPO:feature/nnCopy head branch name to clipboardNov 1, 2023

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Commits

Commits on Aug 22, 2023

• The test NeuralNetwork with target architecture

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Commits on Aug 23, 2023

• First version of dataset generator

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• Merge branch 'main' into feature/nn

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• Made dataset loader

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• Received first nn results

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• Added neural network to multi-agency comparison

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Commits on Aug 24, 2023

• Made NeuralNet module

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• New graph metrics, fully configurable nn

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Commits on Aug 30, 2023

• Added new features

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• Parallel generation introduced

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Commits on Aug 31, 2023

• Parallel generation introduced

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• Parallel generation introduced

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• Parallel generation introduced

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Commits on Sep 1, 2023

• Merge remote-tracking branch 'origin/main' into feature/nn

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• Merge remote-tracking branch 'origin/main' into feature/nn

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Commits on Sep 3, 2023

• WorkGraph and GraphNode delete function introduced

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Commits on Sep 4, 2023

• -

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• Merge branch 'feature/nn' of https://github.com/Industrial-AI-Research-Lab/sampo into feature/nn

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• Merge remote-tracking branch 'origin/feature/nn' into feature/nn

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• Cosmetic changes

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• Cosmetic changes

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Commits on Sep 5, 2023

• Cosmetic changes

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• Delete sklearn from requirements.txt due to 'pip install' deny to install 'sklearn'

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Commits on Sep 11, 2023

• Normalized metrics

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Commits on Sep 12, 2023

• Change hyperparameters of net

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Commits on Sep 13, 2023

• Found good hyperparameters.

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Commits on Sep 22, 2023

• Hyper parameters search was constructed with the Ray Tune framework.

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• Pre-trained models are added

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Commits on Sep 26, 2023

• Added dataset with 10.000 objects

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Commits on Oct 10, 2023

• Comparison of neural network and multi agency algo presented

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Commits on Oct 13, 2023

• New neural network presented.

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Commits on Oct 16, 2023

• Refactored neural manager and added grid search for a regression task

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• Refactored grid search for classification in accordance to new arhitecture of neural network

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• Refactored code

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Commits on Oct 18, 2023

• Refactored grid search.

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Commits on Oct 20, 2023

• Upgraded experiments neural manager and merely manager of MA

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• Upgraded experiments neural manager and merely manager of MA

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• Merge remote-tracking branch 'origin/feature/nn' into feature/nn

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• Upgraded experiments neural manager and merely manager of MA

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Commits on Oct 23, 2023

• Cosmetic changes

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• Cosmetic changes

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Commits on Oct 24, 2023

• Merge remote-tracking branch 'origin/main' into feature/nn

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• Merge remote-tracking branch 'origin/main' into feature/nn

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Commits on Oct 25, 2023

• Cosmetic changes

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• Merge remote-tracking branch 'origin/feature/nn' into feature/nn

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• Added datasets

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Commits on Oct 26, 2023

• Cosmetic changes based on GitHub requests

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Commits on Oct 31, 2023

• Merge branch 'main' into feature/nn

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