Comportex

Comportex

Comportex offers an innovative implementation of Hierarchical Temporal Memory in Clojure, allowing users to control simulations and customize their output. Based on the Numenta CLA white paper, this library emphasizes user-driven exploration of HTM. Though still evolving, it provides unique capabilities for generating predictions and anomaly scores tailored to specific needs.

Top Comportex Alternatives

1

shaman

Shaman offers a robust machine learning library for Node.js, facilitating both simple and multiple linear regression.

By: shaman From United States
2

Ganitha

Ganitha is an innovative open-source machine learning library designed for Scalding, specializing in statistical analysis and vector operations.

By: Ganitha From United States
3

yahmm

This machine learning software implements Hidden Markov Models (HMMs) through a flexible, graph-based interface, allowing users to construct models incrementally.

By: yahmm From United States
4

JRuby Mahout

JRuby Mahout integrates the power of Apache Mahout into JRuby, facilitating machine learning for recommendations, clustering, and classification.

By: JRuby Mahout From United States
5

rapaio

Rapaio offers a robust Java library designed for statistics, data mining, and machine learning.

By: rapaio From United States
6

MLBase.jl

MLBase.jl offers a versatile collection of functions designed to enhance the development of machine learning algorithms.

By: MLBase.jl From United States
7

YCML

It features over 30 thoroughly tested algorithms, emphasizing regression and multi-objective optimization...

By: YCML From United States
8

Classifier

By integrating fast-stemmer and GNU GSL libraries, it accelerates LSI performance significantly...

By: Classifier From United States
9

MILK

It emphasizes speed and memory efficiency, employing C++ for performance-critical code while offering a user-friendly...

By: MILK From United States
10

Simple Bayes

Leveraging Bayes' theorem with strong independence assumptions, it ensures efficient training and scalability, making it...

By: Simple Bayes From United States
11

Genetic Algorithms for Go/Golang

By leveraging user feedback, it enhances its functionality continuously...

By: Genetic Algorithms for Go/Golang From United States
12

Amazon CodeGuru

With its Profiler feature, it pinpoints costly lines of code, offering insights to optimize performance...

By: Amazon From United States
13

Naive Bayesian Classifer in APL

Designed for two distinct groups, this classifier utilizes training data to assess text alignment with...

By: Naive Bayesian Classifier in APL From United States
14

FlinkML

It emphasizes minimizing glue code in end-to-end ML systems while leveraging a scikit-learn inspired pipelining...

By: Flink From United States
15

MGL-GPR

It enables users to evolve typed expressions through a flexible framework, optimizing solutions based on...

By: MGL From United States

Top Comportex Features

  • Hierarchical Temporal Memory implementation
  • Clojure library integration
  • User-controlled simulations
  • Custom prediction capabilities
  • Anomaly score generation
  • Interactive REPL support
  • Browser-based Notebook experience
  • Minimal JavaScript API
  • Extensive demo collection
  • Evolving from Numenta CLA
  • Active community feedback incorporation
  • Layer and encoder implementations
  • Git repository access
  • Open-source under AGPL
  • Evolving software stability goals
  • Parameter documentation available
  • Applied HTM exploration resources
  • Unique architecture design
  • Encourages experimentation and customization.