John Kraus's repositories

automl

Awesome papers on AutoML (Automatic Machine Learning)

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docs

Misc. docs

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example-voting-app-corrected

Example Docker Compose app with 0%/0% results showing when no votes have been cast.

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maxcryptoblog

Python Django web blog with content encryption and user account creation and email verification

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course-dynamic-programming-by-coderbyte

Solutions to Dynamic Programming course by Coderbyte

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Docker-Flask-CAC-Demo

Demo Application demonstrating DoD CAC Authentication

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high_performance_python_2e

Code for the book "High Performance Python 2e" by Micha Gorelick and Ian Ozsvald with OReilly

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html-scrabble

Multiplayer Scrabble with HTML frontend

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intro-data-analysis

Introduction to Data Analysis - Webbook

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katacoda-scenarios

Katacoda Scenarios

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labelmodels

Lightweight implementations of generative label models for weakly supervised machine learning

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locust-tutorial

An example of using [Locust](https://locust.io/) for load testing.

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ML_Notebooks

A repository for public Machine Learning notebooks I have created

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node-docker-ecs

Deploy a Dockerised Application on AWS ECS With Terraform

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openldap

OpenLDAP + phpldapadmin (Docker / Docker Compose)

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snorkel-demo-colab

Weak supervision - Snorkel

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statcheck-word

A Microsoft Word add-in for statchecking your manuscript.

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udemy-sagemaker-practical-course

Fixes for the course's broken/depreciated code

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up-your-git-game

Project for an article about git rebase

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Weak-Supervised-Learning-Case-Study

Exploring NLP weak supervision approaches to train text classification models. The project is also a prototype for a semi-automated text data labelling platform. Approaches: Snorkel and Zero-Shot Learning.

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