CarsonScott/HTM

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Python
Created almost 7 years ago
Updated almost 7 years ago

CarsonScott/HTM

CarsonScott

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An implementation of Numenta's Hierarchical Temporal Memory in python.

Online-Category-Learning

ML algorithm for real-time classification

Prediction-Template-Learning

Online machine learning algorithm that makes predictions about the environment to improve itself.

HSOM

Hierarchical self-organizing maps for unsupervised pattern recognition

Knowledge-Discovery-Agents

A Goal-Oriented Approach to Knowledge Discovery in Multi-Agent Systems

OpenAgent

An agent library for systems of nested automata.

Online-Relationship-Learning

Unsupervised ML algorithm for predictive modeling and time-series analysis

Competitive-Feature-Learning

Online feature-extraction and classification algorithm that learns representations of input patterns.

CALM

Conditional Associative Logic Memory

self-organizing-predictions

In which prediction agents organize themselves through competition.

easydata

A simple and lightweight database library in python.

Automated-Logical-Systems

Distributed constraint satisfaction with recursive message-passing agents

ai-web-development

A high-level description of a machine learning algorithm that learns to write HTML and CSS code.

emergent-unsupervised-learning

In which unsupervised learning emerges from spatial-temporal properties of neurons.

expresol

Library for executing customizable script-languages in python

Adaptive-Template-Model

Adaptive Template Model of Intelligence

Dual-Process-Reinforcement

An intelligent agent that adaptively changes its thought processes to maximize cumulative reward

abstract-neural-systems

A theoretical framework for systems with mathematical neural-esque properties.

continuous-spiking-neural-network

Foundations-of-Knowledge

A metaphysical theory of knowledge based on patterns of change.

onlinestats

An online machine-learning library for creating robust statistical models of streaming data

python-topology

An easy-to-use module for dealing with topological data in python.

Dual-Coding-Agents

A Dual-Coding Architecture for Intelligent Social Agents.

iaf_network

An integrate-and-fire neural network for intelligent agents

Semantic-Knowledge-Representation

A graph library that models semantic information.

Analogy-Detection-Agents

Multi-Agent system for analogous pattern detection

TLearner

Learning algorithm for Prediction Template Learning

AI-Blog-Posts

A curated list of blog posts about AI and AI related topics that I've written over the past couple years

Evolutionary-Logic-Learning

A machine-learning algorithm that learns other algorithms

L-System-Grammar

A class for creating and implementing L-system grammars in python

Q-Learning

Reinforcement learning in C++ with the Q-Learning algorithm.

MindToWeb

A place to post ideas, partial projects, or anything else that doesn't necessarily warrant its own repo, from my mind to the web.

LogiCon

Hierarchical constraint learning for logical pattern recognition

Intelligent-Agents

Dynamic-Evolving-Memory

A self-generating memory system that treats code as data.

Creative-Logic-Architecture

Intelligent-Memory-Systems

stract

An object-oriented data system for building representations of python objects and classes at run-time

Linguistic-Agent-System

a theoretical multi-agent model that specializes in linguistic comprehension and language production.

particle-collision

A demonstration of rigid-body collision mechanics in python.

Network

conways-game-of-life

Conway's Game of Life in C++

CTS

Constraint-based Logical Type Systems

NetLib

A lightweight network library for quick prototyping

Creative-Logic-Agent

Intelligent-Logical-Framing

An approach to logical cognition and rationality in artificial intelligence