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tensorflow guide
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tensorflow
20
Guides
Automatically upgrade code to TensorFlow 2
Better performance with tf.function and AutoGraph
Distributed training with TensorFlow
Eager execution
Effective TensorFlow 2
Estimators
Keras
Keras custom callbacks
Keras overview
Masking and padding with Keras
Migrate your TensorFlow 1 code to TensorFlow 2
Random number generation
Recurrent Neural Networks with Keras
Save and serialize models with Keras
TensorFlow version compatibility
tf.data: Build TensorFlow input pipelines
The Keras functional API in TensorFlow
Train and evaluate with Keras
Training checkpoints
Writing custom layers and models with Keras
25
Tutorials
Basic classification: Classify images of clothing
Basic regression: Predict fuel efficiency
Classify structured data with feature columns
Classify structured data with feature columns
Convolutional Neural Network
Convolutional Neural Network
Custom training with tf.distribute.Strategy
Custom training with tf.distribute.Strategy
Customization basics: tensors and operations
CycleGAN
Distributed training with Keras
Load a pandas.DataFrame
Load a pandas.DataFrame
Load CSV data
Neural machine translation with attention
Overfit and underfit
Pix2Pix
Premade Estimators
TensorFlow 2 quickstart for beginners
TensorFlow 2 quickstart for experts
Text classification with an RNN
Text classification with TensorFlow Hub: Movie reviews
Text classification with TensorFlow Hub: Movie reviews
Text generation with an RNN
Transformer model for language understanding
tensorflow guide
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