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Paul DeVos's Projects

fastapi-nano icon fastapi-nano

🐍 Simple FastAPI template with factory pattern architecture

fastbook icon fastbook

The fastai book, published as Jupyter Notebooks

flask-react-spa icon flask-react-spa

A production-ready boilerplate built with Python 3, Flask and ES6 React/Redux

getting-things-done-with-pytorch icon getting-things-done-with-pytorch

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases.

holoviz icon holoviz

High-level tools to simplify visualization in Python (www.holoviz.org).

hunter-dkim icon hunter-dkim

Discusses how to verify DKIM signatures in old emails, namely one of the Hunter Biden emails in the news

ilearndeeplearning.py icon ilearndeeplearning.py

This repository contains small projects related to Neural Networks and Deep Learning in general. Subjects are closely linekd with articles I publish on Medium. I encourage you both to read as well as to check how the code works in the action.

islr-python icon islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

jupyter-datatables icon jupyter-datatables

Jupyter Notebook extension leveraging pandas DataFrames by integrating DataTables and ChartJS.

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