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paco xander nathan's Projects

chicagocrime icon chicagocrime

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

clksim icon clksim

Clickstream log data simulator in Python

copa icon copa

Cascading plus City of Palo Alto open data

dataink icon dataink

Java implementation of "Data-Ink Ratio Analysis" metric described by Edward Tufte

exelixi icon 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.

freecell icon freecell

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

impatient icon impatient

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

intro_spark icon intro_spark

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

itds icon itds

Intro to Data Science workshop

jem-docker icon jem-docker

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

jem-video icon 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.

kglab icon 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.

minealto icon minealto

Minecraft plugin based on Open Data from City of Palo Alto

mkepub icon mkepub

Simple minimalistic library for creating EPUB3 files

motifiesta icon motifiesta

Approximate subgraph motif mining through learnable edge contraction.

nbtransom icon nbtransom

Machines and people collaborating together through Jupyter notebooks.

pattern icon 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.

pkg icon pkg

Collaboration on description of personal knowledge graphs (PKG)

pydnsbl icon pydnsbl

Async dnsbl spam lists checker based on asyncio/aiodns.

pyfred icon pyfred

Python implementation of JFRED chatbot engine

reinforcement_learning icon reinforcement_learning

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

slinky icon slinky

Slinky, a high-performance web crawler / text analytics in Python, Redis, Hadoop, R, Gephi

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