ceteri

jem-video

A companion wiki + code repository for the O'Reilly Media video "Just Enough Math". This site provides additional links, sample code, and other addenda.

exelixi

Exelixi is a distributed framework based on Apache Mesos, mostly implemented in Python using gevent for high-performance concurrency. It is intended to run cluster computing jobs (partitioned batch jobs, which include some messaging) in pure Python. By default, it runs genetic algorithms at scale.

spark-exercises

Coding exercises for Apache Spark

textrank

Java implementation of the TextRank algorithm by Mihalcea, et al.

intro_spark

Code examples supporting the "Introduction to Apache Spark" video published by O'Reilly Media

nbtransom

Machines and people collaborating together through Jupyter notebooks.

pkg

Collaboration on description of personal knowledge graphs (PKG)

jem-docker

Docker container capable of running an iPython notebook server, for "Just Enough Math"

pattern

"Pattern" sub-project for Cascading, which uses Cascading flows as containers for machine learning models, importing PMML model descriptions from R, SAS, KNIME, Weka, RapidMiner, etc.

clksim

Clickstream log data simulator in Python

itds

Intro to Data Science workshop

ChicagoCrime

predictive modeling for crime rates in Chicago wards; published KDD 2013

pyFred

Python implementation of JFRED chatbot engine

CoPA

Cascading plus City of Palo Alto open data

modeling_sustainability

Modeling Sustainability - KGC 2021 workshop, collaborative KG definition for Common Action

ceteri

GitHub profile

freecell

Examples of simulation and optimization using the game "Freecell" as a context.

MineAlto

Minecraft plugin based on Open Data from City of Palo Alto

reinforcement_learning

My reproduction of various reinforcement learning algorithms (DQN variants, A3C, DPPO, RDN with PPO) in Tensorflow.

SampleRecommender

a simple kind of social recommender

staging-notebooks

synecdoche

A collection of random things which are overtly textual in nature.

Impatient

source examples to support the "Cascading for the Impatient" blog post series

jupyterlab-metadata-service

A metadata service, client and UI for schema.org

kglab

Graph Data Science: an abstraction layer in Python for building knowledge graphs, integrated with popular graph libraries – atop Pandas, NetworkX, RAPIDS, RDFlib, pySHACL, PyVis, morph-kgc, pslpython, pyarrow, etc.

mkepub

Simple minimalistic library for creating EPUB3 files

MotiFiesta

Approximate subgraph motif mining through learnable edge contraction.

oriole_jupyterday_atl

Oriole talk at JupyterDay Atlanta

pydantic-aioredis

A simple Declarative ORM for Redis using Pydantic Models and aioredis

pydnsbl

Async dnsbl spam lists checker based on asyncio/aiodns.