# Jupyter Notebook

### Better NLP related

See [better_nlp_spacy_texacy_examples.ipynb](../notebooks/jupyter/better_nlp_spacy_texacy_examples.ipynb) or [better_nlp_summarisers.ipynb](../notebooks/jupyter/better_nlp_summarisers.ipynb) to see the examples fleshed out in the notebook. A more efficient and easy way to work with - model needs to be loaded only once throughout the life-cycle of the kernel.

The Jupyter lab instance is executed immediately on running the `runDockerImage.sh` script. Look for mesages like these in the docker container terminal:

![Docker-container-console-Jupyter-lab-loading.png](Docker-container-console-Jupyter-lab-loading.png)

The above listed URL can be opened in the browser to access the notebook(s) in the current folder:

![Better-NLP-in-Jupyter-Notebook.png](Better-NLP-in-Jupyter-Notebook.png)

### NLP profiler

See [nlp_profiler.ipynb](https://github.com/neomatrix369/nlp_profiler/blob/master/notebooks/jupyter/nlp_profiler.ipynb)

![](https://user-images.githubusercontent.com/1570917/88475059-706a2c00-cf24-11ea-8088-7516d3c4a159.png) ![](https://user-images.githubusercontent.com/1570917/88475060-73651c80-cf24-11ea-8c44-21352f7be5bc.png)

Find the [NLP Profiler library here](https://github.com/neomatrix369/nlp_profiler/).

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