Trivia: Tensorflow is named after tensors. Duh
Sunday, December 2, 2018
Visualize tensors - Machine Learning Deep Learning Cheat Sheet
Tensors are the basic units of deep learning frameworks, neural networks functions calculations. A one dimensional tensor is like a list of elements. A two dimensional tensor is like an excel sheet it has a row dimension and a column dimension. 3D tensor is like an RGB marked image. Each pixel has a red, green, blue value, makes each pixel representation 3 dimensional.
Trivia: Tensorflow is named after tensors. Duh
Trivia: Tensorflow is named after tensors. Duh
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ReplyDeleteThe "Visualize Tensors" section of a Machine Learning Deep Learning cheat sheet provides essential techniques for representing multi-dimensional data. It highlights tools like TensorFlow and PyTorch for tensor manipulation and visualization, offering strategies to plot and understand tensor shapes, distributions, and transformations. This visualization aids in debugging, interpreting model behavior, and improving the overall understanding of deep learning models.
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