Paul DeVos's repositories

fastapi-nano

🐍 Simple FastAPI template with factory pattern architecture

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practical-python

Practical Python Programming (course by @dabeaz)

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religion_on_twitter

Twitter Analysis with Topic Modeling, Sentiment Analysis and Hate Speech Detection

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no-build-react

Playing around w/ building apps w/ no build step

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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.

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BERTweet

BERTweet: A pre-trained language model for English Tweets

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data

Data and code behind the articles and graphics at FiveThirtyEight

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python-cheatsheet

Comprehensive Python Cheatsheet

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real-time-units-gps-tracking

Implementation of a real-time GPS tracking service with Python and Apache Kafka.

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python-sample-vscode-flask-tutorial

Sample code for the Flask tutorial in the VS Code documentation

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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)

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stockscreener

Build a Stock Screener using FastAPI (Python)

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covid-19

A collection of work related to COVID-19

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why-ANOVA-matters

A math-light demonstration of why Bonferroni correction or ANOVA is necessary. (Assumes some knowledge of hypothesis testing and t-tests.)

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PyTorchNLPBook

Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://nlproc.info

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Mastering-Machine-Learning-Algorithms-Second-Edition

Mastering Machine Learning Algorithms Second Edition, published by Packt

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data-analysis-using-python

Data Analysis Using Python: A Beginner’s Guide Featuring NYC Open Data

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holoviz

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

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cd4ml-workshop

Repository with sample code and instructions for "Continuous Intelligence" and "Continuous Delivery for Machine Learning: CD4ML" workshops

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flask-react-spa

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

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nikola-netlify-cms

A sample project for Netlify CMS + Nikola that can be deployed in one click.

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