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affine-layer
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Python implementation of "Deep Residual Learning for Image Recognition" (http://arxiv.org/abs/1512.03385 - MSRA, winner team of the 2015 ILSVRC and COCO challenges).
pythontrainingnumpyipython-notebookmnistimage-classificationaccuracyimage-recognitioncifarresidual-networksdeep-residual-learningstrideraffine-layer
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Oct 20, 2017 - Python
Library which can be used to build feed forward NN, Convolutional Nets, Linear Regression, and Logistic Regression Models.
neural-networkmsebatch-normalizationconvolutional-layersregularizationconvolutional-neural-networksgradient-descentaffine-layeradagradrmspropxavier-initializeradam-optimizersoftmax-layerrelu-layerpadding-layerloss-layers
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Oct 27, 2017 - Python
Day 9
numpyaffine-layerloss-functionssvm-classifierepochaccuracy-metricsmulticlass-svmskit-learnsingle-layer-neural-network
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Mar 23, 2024 - Jupyter Notebook
Gesture Recognition by CNN created using Networks Library created by me.
regularizationconvolutional-neural-networkspaddingaffine-layeradam-optimizerpoolingsoftmax-layerrelu-layer
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Oct 17, 2017 - Python
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