Jupyter Notebook Code for Keras Deep Learning Framework Study
Keras Exercises are from http://machinelearningmastery.com/category/deep-learning/
- Develop Your First Neural Network in Python With Keras Step-By-Step
- Evaluate the Performance Of Deep Learning Models in Keras
- Use Keras Deep Learning Models with Scikit-Learn in Python
- Multi-Class Classification Tutorial with the Keras Deep Learning Library
- Binary Classification Tutorial with the Keras Deep Learning Library
- Regression Tutorial with the Keras Deep Learning Library in Python
- Save and Load Your Keras Deep Learning Models
- How to Check-Point Deep Learning Models in Keras
- Display Deep Learning Model Training History in Keras
- Dropout Regularization in Deep Learning Models With Keras
- Using Learning Rate Schedules for Deep Learning Models in Python with Keras
- Handwritten Digit Recognition using Convolutional Neural Networks in Python with Keras
- Image Augmentation for Deep Learning With Keras
- Object Recognition with Convolutional Neural Networks in the Keras Deep Learning Library
- Predict Sentiment From Movie Reviews Using Deep Learning
- Time Series Prediction With Deep Learning in Keras
- Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras
- Sequence Classification with LSTM Recurrent Neural Networks in Python with Keras
- Understanding Stateful LSTM Recurrent Neural Networks in Python with Keras
- Text Generation With LSTM Recurrent Neural Networks in Python with Keras
- How to Grid Search Hyperparameters for Deep Learning Models in Python With Keras