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Welcome to Toolkit

Useful piece of codes about NLP, forecasting, connectors.

This file will become your README and also the index of your documentation.

Install

pip install nbdev

Some usefull commands for nbdev

Link to the tutorial: https://nbdev.fast.ai/tutorial/
Link to generate a template https://github.com/fastai/nbdev_template/generate

To create your python module.
Run nbdev_build_lib from the terminal when anywhere in your project folder.

To create your documentation.
Run nbdev_build_docs from the terminal when anywhere in your project folder.

To run tests: nbdev_test_nbs

NLP

Link to the NBSVM notebook

Link to the FastText notebook.
In this notebook you will see how to use fasttext with UMPAP and HDBSCAN in order to find clusters inside your data.

Connectors

Link to the BQConnector Connector

Link to the GCSConnector Connector

Forecasting

ML Models

Link to the CatBoost notebook