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Nathaniel Rodriguez's Projects

alectrnn icon alectrnn

A CTRNN implementation for the arcade learning environment

asyncevo icon asyncevo

Implementations of asynchronous evolutionary algorithms.

benchmarks icon benchmarks

Set of tasks for neural networks and other trained systems to use. (deprecated in favor of reservoirlib)

cma-es icon cma-es

Implements the cma-es algorithm for Python 2.7 and Python 3.5

evostrat icon evostrat

A Python 3 package for implementing distributed evolutionary strategies and genetic algorithms via MPI. Scales to millions of parameters.

graphgen icon graphgen

Generates various kinds of graphs including LFR benchmarks, HMNs, and SBMs.

linkcom icon linkcom

Implements Link communities with python 3 and networkx

relcat icon relcat

Implements Randall Beer's relational categorization task

reservoirgen icon reservoirgen

Generates reservoirs for reservoir computers. (deprecated in favor of reservoirlib)

reservoirlib icon reservoirlib

A library that has various tools for making, testing, and training reservoirs computers and echo state networks.

tdavis icon tdavis

Assist in data pre-processing and visualization for Topological Data Analysis

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