Python Deep Learning Projects

Training the model

Now we're going to create a configuration file. This configuration file will define the pipeline that is to be used in the process of training and building of the model.

Create a file called config_spacy.yml in your working directory, and insert the following code into it:

language: "en"
pipeline: "spacy_sklearn"fine_tune_spacy_ner: true

Know the code: spaCy configuration customization is there for a reason. Other data scientists have found some utility in the ability to change values here, and it's good practice to explore this as you get more familiar with this technology. There is a huge list of configurations, which you can look into at https://nlu.rasa.com/config.html.

This configuration states that we will be ...