More Examples and Tutorials
BigDL provides plenty of Python models and examples ready for re-use. Some are listed blow. See all in python models.
- LeNet: it demonstrates how to use BigDL Python APIs to train and evaluate the LeNet-5 network on MNIST data.
- Text Classifier: it demonstrates how to use BigDL Python APIs to build a text classifier using a simple [convolutional neural network (CNN) model(https://blog.keras.io/using-pre-trained-word-embeddings-in-a-keras-model.html)] or a simple LSTM/GRU model.
- Jupyter Notebook Tutorial: it contains a tutorial for using BigDL Python APIs in Jupyter notebooks (together with TensorBoard support) for interactive data explorations and visualizations.
BigDL Tutorials Notebooks - A series of notebooks that step-by- step introduce you how to do data science on Apache Spark and BigDL framework