Paul DeVos's repositories
fastapi-nano
🐍 Simple FastAPI template with factory pattern architecture
practical-python
Practical Python Programming (course by @dabeaz)
religion_on_twitter
Twitter Analysis with Topic Modeling, Sentiment Analysis and Hate Speech Detection
no-build-react
Playing around w/ building apps w/ no build step
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.
BERTweet
BERTweet: A pre-trained language model for English Tweets
data
Data and code behind the articles and graphics at FiveThirtyEight
python-cheatsheet
Comprehensive Python Cheatsheet
real-time-units-gps-tracking
Implementation of a real-time GPS tracking service with Python and Apache Kafka.
python-sample-vscode-flask-tutorial
Sample code for the Flask tutorial in the VS Code documentation
Deep-Learning-For-Hackers
Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)
stockscreener
Build a Stock Screener using FastAPI (Python)
covid-19
A collection of work related to COVID-19
why-ANOVA-matters
A math-light demonstration of why Bonferroni correction or ANOVA is necessary. (Assumes some knowledge of hypothesis testing and t-tests.)
PyTorchNLPBook
Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://nlproc.info
Data-Science--Cheat-Sheet
Cheat Sheets
Mastering-Machine-Learning-Algorithms-Second-Edition
Mastering Machine Learning Algorithms Second Edition, published by Packt
data-analysis-using-python
Data Analysis Using Python: A Beginner’s Guide Featuring NYC Open Data
holoviz
High-level tools to simplify visualization in Python (www.holoviz.org).
cd4ml-workshop
Repository with sample code and instructions for "Continuous Intelligence" and "Continuous Delivery for Machine Learning: CD4ML" workshops
flask-react-spa
A production-ready boilerplate built with Python 3, Flask and ES6 React/Redux
nikola-netlify-cms
A sample project for Netlify CMS + Nikola that can be deployed in one click.