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