numenta/nupic.research

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Created about 5 years ago
Updated 10 months ago

numenta/nupic.research

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Experimental algorithms. Unsupported.

nupic-legacy

Numenta Platform for Intelligent Computing is an implementation of Hierarchical Temporal Memory (HTM), a theory of intelligence based strictly on the neuroscience of the neocortex.

NAB

The Numenta Anomaly Benchmark

Jupyter Notebook

htmpapers

Numenta published papers code and data

Jupyter Notebook

htm.java

Hierarchical Temporal Memory implementation in Java - an official Community-Driven Java port of the Numenta Platform for Intelligent Computing (NuPIC).

nupic.core-legacy

Implementation of core NuPIC algorithms in C++ (under construction)

nupic.torch

Numenta Platform for Intelligent Computing PyTorch libraries

htmresearch

Experimental algorithms. Unsupported.

Jupyter Notebook

htmresearch-core

Numenta's experimental C++ research code. Please see htmresearch for more details.

nupic.tensorflow

Numenta Platform for Intelligent Computing Tensorflow libraries

hypersearch

A particle swarm optimization library created by Numenta for hyperparameter optimization.

nupic.workshop

NuPIC HTM Workshop Instructional Resources

Jupyter Notebook

agamotto

Agamotto is a helper module to make it easier to test a running system with Python.

cortipy

Cortical.io REST API client in Python

pycept

Cept API client in python

oncall-board

Numenta On-Call engineer board

nupic.embodied

Jupyter Notebook

nupic.research.core

htmresearch-old

Old code archived from https://github.com/numenta/htmresearch repository

gridcodingrange

Measure the coding range of idealized grid cell populations

Jupyter Notebook