ERD

ChemGrapher: Optical Graph Recognition of Chemical Compounds by Deep Learning

Project: MELLODDY

Updated at: 29-04-2024

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Project acronym MELLODDY

Description of transversal coordination process and agile method for IT development cycle

Project: MELLODDY

Updated at: 29-04-2024

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Project acronym MELLODDY

Documentation material including articles and use case description (final)

Project: MELLODDY

Updated at: 29-04-2024

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Project acronym MELLODDY

Documentation material of the version 2

Project: MELLODDY

Updated at: 29-04-2024

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Project acronym MELLODDY

Prototype of based test-train fold splitting algorithm (year 3)

Project: MELLODDY

Updated at: 29-04-2024

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Project acronym MELLODDY

Initial Project communication plan and toolset

Project: MELLODDY

Updated at: 29-04-2024

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Project acronym MELLODDY

Report on aggregated metrics for yearly run (year 3)

Project: MELLODDY

Updated at: 29-04-2024

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Project acronym MELLODDY

Data preparation manual

Project: MELLODDY

Updated at: 29-04-2024

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Project acronym MELLODDY

Prototype of based test-train fold splitting algorithm

Project: MELLODDY

Updated at: 29-04-2024

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Project acronym MELLODDY

Locality-sensitive hashing based test-train fold splitting code deployed at the pharma partners

Project: MELLODDY

Updated at: 29-04-2024

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Project acronym MELLODDY

Report on computational strategies for meta-optimization and advanced hyperparameter tuning (year 3)

Project: MELLODDY

Updated at: 29-04-2024

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Project acronym MELLODDY

Final release of structure processing script (year 2)

Project: MELLODDY

Updated at: 29-04-2024

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Project acronym MELLODDY

Final release of structure processing script (year 3)

Project: MELLODDY

Updated at: 29-04-2024

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Project acronym MELLODDY

Initial Project communication plan and toolset (year 3)

Project: MELLODDY

Updated at: 29-04-2024

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Project acronym MELLODDY

Data preparation manual (year 2)

Project: MELLODDY

Updated at: 29-04-2024

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Project acronym MELLODDY

Data Management Plan

Project: MELLODDY

Updated at: 29-04-2024

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Project acronym MELLODDY

Project Management Plan

Project: MELLODDY

Updated at: 29-04-2024

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Project acronym MELLODDY

Splitting chemical structure data sets for federated privacy-preserving machine learning

Project: MELLODDY

Updated at: 29-04-2024

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Project acronym MELLODDY

Report on central infrastructure setup

Project: MELLODDY

Updated at: 29-04-2024

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Project acronym MELLODDY

Initial Project communication plan and toolset (year 2)

Project: MELLODDY

Updated at: 29-04-2024

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Project acronym MELLODDY

Risk and Data Management Plan (year 2)

Project: MELLODDY

Updated at: 29-04-2024

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Project acronym MELLODDY

Risk Management Plan

Project: MELLODDY

Updated at: 29-04-2024

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Project acronym MELLODDY

Documentation material including articles and use case description (draft)

Project: MELLODDY

Updated at: 29-04-2024

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Project acronym MELLODDY

Report on aggregate performance metrics for top hits and information gain (year 3)

Project: MELLODDY

Updated at: 29-04-2024

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Project acronym MELLODDY

Documentation material of the version 1

Project: MELLODDY

Updated at: 29-04-2024

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Project acronym MELLODDY

Documentation material of the version 3

Project: MELLODDY

Updated at: 29-04-2024

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Project acronym MELLODDY

Final release of structure processing script

Project: MELLODDY

Updated at: 29-04-2024

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Project acronym MELLODDY

Comprehensive technical documentation (year 3)

Project: MELLODDY

Updated at: 29-04-2024

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Project acronym MELLODDY

Report on federated learning schemes (year 3)

Project: MELLODDY

Updated at: 29-04-2024

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Project acronym MELLODDY

Risk and Data Management Plan (year 3)

Project: MELLODDY

Updated at: 29-04-2024

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Project acronym MELLODDY

Resources

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ChemGrapher: Optical Graph Recognition of Chemical Compounds by Deep Learning

Description of transversal coordination process and agile method for IT development cycle

Documentation material including articles and use case description (final)

Documentation material of the version 2

Prototype of based test-train fold splitting algorithm (year 3)

Initial Project communication plan and toolset

Report on aggregated metrics for yearly run (year 3)

Data preparation manual

Prototype of based test-train fold splitting algorithm

Locality-sensitive hashing based test-train fold splitting code deployed at the pharma partners

Report on computational strategies for meta-optimization and advanced hyperparameter tuning (year 3)

Final release of structure processing script (year 2)

Final release of structure processing script (year 3)

Initial Project communication plan and toolset (year 3)

Data preparation manual (year 2)

Data Management Plan

Project Management Plan

Splitting chemical structure data sets for federated privacy-preserving machine learning

Report on central infrastructure setup

Initial Project communication plan and toolset (year 2)

Risk and Data Management Plan (year 2)

Risk Management Plan

Documentation material including articles and use case description (draft)

Report on aggregate performance metrics for top hits and information gain (year 3)

Documentation material of the version 1

Documentation material of the version 3

Final release of structure processing script

Comprehensive technical documentation (year 3)

Report on federated learning schemes (year 3)

Risk and Data Management Plan (year 3)