Michael Chapman's starred repositories

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Flask-Plotly

Interactive Web Apps and Dashboards

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data-engineer-handbook

This is a repo with links to everything you'd ever want to learn about data engineering

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computer-science

:mortar_board: Path to a free self-taught education in Computer Science!

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ease-with-apache-spark

Series follows learning from Apache Spark (PySpark) with quick tips and workaround for daily problems in hand

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zsh-fzf-history-search

A simple zsh plugin that replaces Ctrl+R with an fzf-driven select which includes date/times.

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spark_training

Sample Spark Code

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CyberpunkSaveEditor

A tool to edit Cyberpunk 2077 sav.dat files

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CyberCAT-SimpleGUI

A simplified offshoot of SirBitesalot's CyberCAT.

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cnn-explainer

Learning Convolutional Neural Networks with Interactive Visualization.

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ecco

Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, BERT, RoBERTA, T5, and T0).

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explainerdashboard

Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.

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network-analysis-scripts

A bunch of useful scripts for analyzing networks.

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NYU-DLSP21

NYU Deep Learning Spring 2021

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applied-ml

๐Ÿ“š Papers & tech blogs by companies sharing their work on data science & machine learning in production.

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dash-extensions

The dash-extensions package is a collection of utility functions, syntax extensions, and Dash components that aim to improve the Dash development experience

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what-if-tool

Source code/webpage/demos for the What-If Tool

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lit

The Learning Interpretability Tool: Interactively analyze ML models to understand their behavior in an extensible and framework agnostic interface.

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optical-breacher

Online Cyberpunk 2077 breach protocol minigame puzzle solver using camera

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App_VirusForecaster

Covid-19 Forecaster Web App

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d3tutorial

๐Ÿ“Š๐Ÿ“ˆ A D3 v7 tutorial - interactive bar chart and multiple coordinated views (MCV)

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Cookbook

The Data Engineering Cookbook

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labs-fa17

Lab notebooks for the Fall 2017 offering of Georgia Tech's CSE 6040

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sankeyfy

Support function for developing Sankey visualizations in Plotly/D3

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dash

Data Apps & Dashboards for Python. No JavaScript Required.

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faker

Faker is a Python package that generates fake data for you.

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easy-tensorflow

Simple and comprehensive tutorials in TensorFlow

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