jupyterlab-collection

A collection of machine learning and AI notebooks to use as reference or tools to solve complex issues, or to just serve as a reminder when performing common tasks.

This collection of notebooks was created using the Jupyterlab + Spark docker container.

Docker - jupyter/pyspark-notebook docker pull jupyter/pyspark-notebook

Table of contents:

Subject	Title	Description	Link
environment	How To Setup Jupyter Labs w/Spark Docker Container	This notebook serves as a reminder/summarized guide demonstrating how to setup a Jupyter Labs Pyspar...	notebooks/environment/setup-jupyterlabs-spark.ipynb
nlp	Getting Started With BART - 101	A quick demo showing how to implement a hugging face text summarization module....	notebooks/nlp/huggingface/howto-BART-intro.ipynb
nlp	Identify Conflicting Context Rules	In this example, spaCy is used with the en_ner_bc5cdr_md corpus to extract named entities from a str...	notebooks/nlp/spaCy/howto-conflicting_context_modifiers.ipynb
nlp	Creating A Context Rule w/medspaCy Context Pipeline.	In this example, spaCy is used with the en_ner_bc5cdr_md corpus to extract named entities from a str...	notebooks/nlp/spaCy/howto-context_modifiers.ipynb
nlp	Using Custom Tokenizer (not spaCy tokenizer) with spaCy	This example demonstrates how to use a tokenizer from HF. Pretrained models can be used as well. The...	notebooks/nlp/spaCy/howto-custom_tokenizer_huggingface.ipynb
nlp	Section Detection Using Medspacy	This example demonstreates how find sections based on regex pattern (not medspacy related) and dynam...	notebooks/nlp/spaCy/howto-section_detection.ipynb
nlp	Serializing Context Rules For Use w/medspaCy Context Pipeline.	This example demonstreates how to serialize a set of context rules to be used later....	notebooks/nlp/spaCy/howto-serializing_context_modifiers.ipynb