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helegraf's Projects

ailibs icon ailibs

A Java library for infrastructural classes and basic algorithms in the area reasoning, search, and machine learning

alors-java icon alors-java

A java implementation of ALORS [Mısır, Mustafa, and Michèle Sebag. "Alors: An algorithm recommender system." Artificial Intelligence 244 (2017): 291-314.]. [WIP]

automlc icon automlc

Automated Multi-label Classification

cs-ranking icon cs-ranking

Context-sensitive ranking and choice in Python with Tensorflow

data-handling icon data-handling

A project to handle evaluation data of rankers, classifiers, meta features, etc.

py_experimenter icon py_experimenter

The PyExperimenter is a tool for the automatic execution of experiments, e.g. for machine learning (ML), capturing corresponding results in a unified manner in a database.

treeminer icon treeminer

A java implementation of the TreeMiner algorithm (Mohammed Javeed Zaki: Efficiently Mining Frequent Trees in a Forest: Algorithms and Applications. IEEE Trans. Knowl. Data Eng. 17(8): 1021-1035 (2005)).

tuning_playbook icon tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

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