To handle data and for preprocessing data in TensorFlow, what methods do we use? For loading data, creating a TensorFlow dataset, and training a TensorFlow model using the preprocessed data.I would like to know how it is done ...
Datavalley Community Latest Questions
In TensorFlow, what is the purpose of placeholders and how can they be utilized to dynamically input data into a computational graph during runtime?
In TensorFlow, what is the concept of tensors, and how do they differ from regular variables? How to create a regular variable and a tensor using TensorFlow?
What are the main differences between TensorFlow 1.x and TensorFlow 2.x?
I’m working with federated learning using TensorFlow with Google Colab. When installing tensorflow_federated, I got into a few issues. pip install --quiet --upgrade tensorflow-federated ERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour ...
To downgrade the tensorflow, I used tf.keras.optimizers.SGD and getting error like: ValueError: decay is deprecated in the new Keras optimizer, please check the docstring for valid arguments, or use the legacy optimizer, e.g., tf.keras.optimizers.legacy.SGD. I’m using ...
I’m using Tensorflow 2 to train a binary classification model. I pass the metrics [‘accuracy,’ tf.keras.metrics.Precision() tf.keras.metrics.Recall()] but accuracy, precision, and recall are all the same at every point in time. How to calculate precision and recall correctly?
Is there a way to install TensorFlow 1.x through pip and set up your environment in a similar form to what the old TensorFlow version 1.x did since Google Colab does not support it? I really don’t want ...
I’m getting error when installing TFLite support using the following command, pip install tflite_support_nightly It shows ERROR: No matching distribution found for tflite_support_nightly
After the first time, does the dataset produced by the from_generator function cache the generated data? Is there a way for the cache data to fasten the model training, if it pulls data from the generator after each ...