Showing 3 open source projects for "make human"

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  • 1
    Interpretable machine learning

    Interpretable machine learning

    Book about interpretable machine learning

    ...Did it learn generalizable features? Or are there some odd artifacts in the training data which the algorithm picked up? This book will give an overview over techniques that can be used to make black boxes as transparent as possible and explain decisions. In the first chapter algorithms that produce simple, interpretable models are introduced together with instructions how to interpret the output. The later chapters focus on analyzing complex models and their decisions. In an ideal future, machines will be able to explain their decisions and make a transition into an algorithmic age more human.
    Downloads: 3 This Week
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  • 2
    100 numpy exercises

    100 numpy exercises

    100 numpy exercises (with solutions)

    ...The goal of this collection is to offer a quick reference for both old and new users but also to provide a set of exercises for those who teach. For extended exercises, make sure to read From Python to NumPy. Markdown and ipython notebook are created programmatically from the source data in source/exercises.ktx. To modify the content of these files, please change the text in the source and run the generators.py module with a python interpreter with the libraries under requirements.txt installed. The keyed text format (ktx) is a minimal human readable key-values to store text (markdown or others) indexed by keys.
    Downloads: 0 This Week
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  • 3
    Novus

    Novus

    Entrepreneurship Training Program

    The Novus Entrepreneurship Training Program contains 36 business and IT training videos, covering basic finance, accounting, marketing, economics, business strategy, Word, Excel, and PowerPoint. Users will have an opportunity to apply the lessons in the Novus Business Simulator. Over six rounds, the user or teams will have to make decisions on capital purchases, financing, production, financing, and human resources for a microbrewery.
    Downloads: 1 This Week
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