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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
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
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
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
tensorflow - Awesome Book
2021
Learning TensorFlow.js: Powerful Machine Learning in JavaScript
Machine Learning Using TensorFlow Cookbook: Create powerful machine learning algorithms with TensorFlow
TensorFlow 2 Reinforcement Learning Cookbook: Over 50 recipes to help you build, train, and deploy learning agents for real-world applications
TensorFlow 2.0 Computer Vision Cookbook: Implement machine learning solutions to overcome various computer vision challenges
2020
Hands-On Image Generation with TensorFlow: A practical guide to generating images and videos using deep learning
TinyML: Machine Learning with TensorFlow Lite on Arduino and Ultra-Low-Power Microcontrollers
2019
Python Deep learning: Develop your first Neural Network in Python Using TensorFlow, Keras, and PyTorch (Step-by-Step Tutorial for Beginners)
Python Machine Learning : The Ultimate Beginner's Guide to Learn Python Machine Learning Step by Step Using Scikit-Learn and Tensorflow
Python Machine Learning: A Practical Beginner's Guide to Understanding Machine Learning, Deep Learning and Neural Networks with Python, Scikit-Learn, Tensorflow and Keras
Python Machine Learning: Machine Learning and Deep Learning with Python, scikit-learn and Tensorflow
2018
Applied Deep Learning with Python: Use scikit-learn, TensorFlow, and Keras to create intelligent systems and machine learning solutions
Beginning Application Development with TensorFlow and Keras: Learn to design, develop, train, and deploy TensorFlow and Keras models as real-world applications
Deep Learning Quick Reference: Useful hacks for training and optimizing deep neural networks with TensorFlow and Keras
Deep Learning With Python: A Fundamentals Guide To Understanding Machine Learning and Artificial Intelligence With Scikit-Learn, TensorFlow, and Keras
Deep Learning with TensorFlow: Explore neural networks and build intelligent systems with Python, 2nd Edition
Hands-On Reinforcement Learning with Python: Master reinforcement and deep reinforcement learning using OpenAI Gym and TensorFlow
Intelligent Mobile Projects with TensorFlow: Build 10+ Artificial Intelligence apps using TensorFlow Mobile and Lite for iOS, Android, and Raspberry Pi
Machine Learning With Tensorflow: A Deeper Look At Machine Learning With TensorFlow
Machine Learning: 2 Manuscripts - Python Machine Learning And Machine Learning With TensorFlow
Mastering TensorFlow 1.x: Advanced machine learning and deep learning concepts using TensorFlow 1.x and Keras
Natural Language Processing with TensorFlow: Teach language to machines using Python's deep learning library
R Deep Learning Essentials: A step-by-step guide to building deep learning models using TensorFlow, Keras, and MXNet, 2nd Edition
TensorFlow For Dummies
TensorFlow in 1 Day: Make your own Neural Network
The Mostly Mathless Guide to TensorFlow Machine Learning
2017
DEEP LEARNING WITH TENSORFLOW
Hands-On Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems
Pro Deep Learning with TensorFlow: A Mathematical Approach to Advanced Artificial Intelligence in Python
Python Machine Learning: Machine Learning and Deep Learning with Python, scikit-learn, and TensorFlow, 2nd Edition
2016
Convolutional Neural Networks in Python: Master Data Science and Machine Learning with Modern Deep Learning in Python, Theano, and TensorFlow
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