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Showing posts with label Tensorflow. Show all posts
Showing posts with label Tensorflow. Show all posts

TensorFlow: Weighted Average Layer with Trainable Weights

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This post implements TensorFlow code that estimates the weights used to construct an output composite time series from three inpu...

TensorFlow: Weighted Average Layer with Fixed Weights

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This post demonstrates the process of implementing a TensorFlow code to calculate the weighted average of the previous layer'...

TensorFlow: Variational Autoencoder (VAE) for MNIST Digits

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This post demonstrates the implementation of Tensorflow code for Variational Autoencoder (VAE) using a well-established example w...

Python: Solving ODEs with Deep Learning in TensorFlow

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This post explains how to implement TensorFlow code to solve ODE problems. This approach is known as 'Physics-Informed Neural...

Python : Save and Load Tensorflow Keras Model

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This post shows how to save and load your Keras model. The loaded model contains the same parameters (weights and biases) and th...

Python : Tensorflow Keras Tuner for the optimization of hyper parameters

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This post shows how to use the Keras Tuner for the hyper parameter optimization. This can avoid many for-loops effectively, whi...

Python: Fixing the Random Seed for Reproducibility

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This post shows how to fix the random seed to get reproducible results with Keras.

Python : %run to import another folder's ipynb files

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This post shows how to use %run command for importing Jupyter Notebook (ipynb) files from another folders. It is essentially to ...

Python : Importing ipynb files (Jupyter Notebook) from an ipynb file

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This post shows how to import a Jupyter Notebook (ipynb) file from another Jupyter Notebook file. It will avoid occasional mista...

Python : Plotting Architecture of Tensorflow Keras model

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This post shows how to plot an architecture flow of Tensorflow Keras model by using plot_model() function.

Multiple Linear Regression using Tensorflow Optimization

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This post implements the optimization based estimation of multiple linear regression model using Tensorflow. With this example,...

Multiple Linear Regression using Tensorflow

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This post implements the standard matrix based estimation of multiple linear regression model using Tensorflow. With this examp...

Installing Python and Tensorflow with Jupyter Notebook Configurations

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For a machine or deep learning modeling, Python is widely used with Tensorflow. This post explains the an installation of Python, ...