Nathaniel-Rodriguez

Nathaniel Rodriguez's repositories

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

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

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

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

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Allows simulation of neural networks using NEST

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The Arcade Learning Environment (ALE) -- a platform for AI research. Modified for use with ALECTRNN

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Implements Link communities with python 3 and networkx

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

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A CTRNN implementation for the arcade learning environment

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Implementations of asynchronous evolutionary algorithms.

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

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A package for implementing ESNs (deprecated in favor of reservoirlib)

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Implements Randall Beer's relational categorization task

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

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basic python 2.7 utility functions

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