Showing 5 open source projects for "e learning system"

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    DeepCluster

    DeepCluster

    Deep Clustering for Unsupervised Learning of Visual Features

    DeepCluster is a classic self-supervised clustering-based representation learning algorithm that iteratively groups image features and uses the cluster assignments as pseudo-labels to train the network. In each round, features produced by the network are clustered (e.g. k-means), and the cluster IDs become supervision targets in the next epoch, encouraging the model to refine its representation to better separate semantic groups. This alternating “cluster & train” scheme helps the model...
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  • 2
    EECluster

    EECluster

    Tool for energy-efficient resource management in HPC clusters

    EECluster is software tool for managing the energy-efficient allocation of the cluster resources. EECluster uses a Hybrid Genetic Fuzzy System as the decision-making mechanism that elicits part of its rule base dependent on the cluster workload scenario, delivering good compliance with the administrator preferences. In the latest version, we leverage a more sophisticated and exhaustive model that covers a wider range of environmental aspects and balances service quality and power...
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  • 4
    The Clumix objective, is to enable a Linux Distribution based on Gentoo that make easy the test, automatic installation and configuration of a High Performance Cluster. We Provide: 1) LiveCD 2) CD Installer
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  • 5
    Panel Management Messaging Panel web management e-mail servers. The system is written in PHP using Symfony 1.2 framework
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