Articles tagged python

8 articles

PyTorch: dividing dataset, transformations, training on GPU and metric visualization

PyTorch: dividing dataset, transformations, training on GPU and metric visualization

Practical tips on dividing a dataset for training, validation and testing, applying transformations, moving to a GPU and metrics visualization.

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Data preparation with Dataset and DataLoader in Pytorch

Data preparation with Dataset and DataLoader in Pytorch

How to use Dataset and DataLoader classes to prepare data for machine learning in PyTorch

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k-nearest neighbors for handwriting recognition

k-nearest neighbors for handwriting recognition

Not only simple and efficient, but working extremely well in surprisingly many areas of application. K-nearest neighbors - can it handle handwriting?

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Anaconda cron on Amazon Linux

Anaconda cron on Amazon Linux

Running Python as a cron in the Amazon Linux environment - a simple recipe how to configure anaconda cron quickly on amazon linux AWS

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Convolutional neural network 1: convolutions

Convolutional neural network 1: convolutions

Convolutional neural network - everything you would like to know about ConvNets, but were afraid to ask ;-). Comprehensive multipart tutorial: part 1.

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Development environment for machine learning

Development environment for machine learning

How to build your local development environment for machine learning and specyfically Tensorflow using Anaconda, conda and pip.

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Logistic regression and Keras for classification

Logistic regression and Keras for classification

In this tutoarial, you will learn how to use logistic regression and Keras to do a simple binary classification.

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Handwritten Digit Recognition with Keras

Handwritten Digit Recognition with Keras

Tutorial on handwritten digit recognition using Keras, Tensorflow and Python. Step-by-step instructions and coding. Thorough explanations.

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