geoffkip

readmission-prediction

Hospital readmission prediction using machine learning methods

bayesian-analysis-recipes

A collection of Bayesian data analysis recipes using PyMC3

docker-stacks

Ready-to-run Docker images containing Jupyter applications

sepsis_01

maltese

Little R utility package for making time series data more machine learning-friendly

horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

ludwig

Low-code framework for building custom LLMs, neural networks, and other AI models

mleap

MLeap: Deploy ML Pipelines to Production

causality

Tools for causal analysis

TabPy

Execute Python code on the fly and display results in Tableau visualizations:

netezza-docker

Dockerfile for the Netezza ODBC driver.

pachyderm

Data-Centric Pipelines and Data Versioning

causal_inference_python_code

Python code for part 2 of the book Causal Inference: What If, by Miguel Hernán and James Robins

cookiecutter-docker-science

Cookiecutter template for data scientists working with Docker containers

dockerized-DS-python

A simple example of containerized data science with python and Docker.

dowhy

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

chartify

Python library that makes it easy for data scientists to create charts.

practical-machine-learning-with-python

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

google-compute-snapshot

Automated creation of google compute disk snapshots and deletion of old ones

ks

A series of Kubernetes walk-throughs

cookiecutter-data-science

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

unomi-tutorial

Install and use Apache Unomi on Ubuntu 18

machine-learning-nd

Udacity's Machine Learning Nanodegree project files and notes.

machine-learning

Content for Udacity's Machine Learning curriculum

hello-there

Example of serverless Slack slash commands with Python

blockflix

Python Flask Application For A Mock DVD Rental Company

debezium-examples

Examples for running Debezium (Configuration, Docker Compose files etc.)

winton-kafka-streams

A Python implementation of Apache Kafka Streams

dataflow-opinion-analysis

Opinion Analysis of News, Threaded Conversations, and User Generated Content

beam-example

Apache Beam example