tensorflow

• Getting started with tensorflow
• Awesome Book
• Awesome Community
• Awesome Course
• Awesome Tutorial
• Awesome YouTube
• Creating a custom operation with tf.py_func (CPU only)
• Creating RNN, LSTM and bidirectional RNN/LSTMs with TensorFlow
• How to debug a memory leak in TensorFlow
• How to use TensorFlow Graph Collections?
• Math behind 2D convolution with advanced examples in TF
• Matrix and Vector Arithmetic
• Measure the execution time of individual operations
• Minimalist example code for distributed Tensorflow.
• Multidimensional softmax
• Placeholders
• Q-learning
• Reading the data
• Count examples in CSV file
• How to load images and labels from a TXT file
• Random shuffling the examples
• Read & Parse TFRecord file
• Reading data for n epochs with batching
• Save and Restore a Model in TensorFlow
• Save Tensorflow model in Python and load with Java
• Simple linear regression structure in TensorFlow with Python
• Tensor indexing
• TensorFlow GPU setup
• Using 1D convolution
• Using Batch Normalization
• Using if condition inside the TensorFlow graph with tf.cond
• Using transposed convolution layers
• Variables
• Visualizing the output of a convolutional layer