htm.core VS AnoGraph

Compare htm.core vs AnoGraph and see what are their differences.

htm.core

Actively developed Hierarchical Temporal Memory (HTM) community fork (continuation) of NuPIC. Implementation for C++ and Python (by htm-community)
nupic CPP htm AI hierarchical-temporal-memory neuromorphic-computing neural-networks anomaly-detection Prediction cortical-learning sparse-distributed-memory neuroscience neuroscience-inspired-ai reproducible-research
Source Code
numenta.org
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AnoGraph

Sketch-Based Anomaly Detection in Streaming Graphs (by Stream-AD)
Graph anomaly-detection intrusion-detection Streaming Sketch
Source Code
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htm.core AnoGraph
1 1
144 73
2.1% -
4.4 4.7
2 months ago 4 months ago
C++ C++
GNU Affero General Public License v3.0 Apache License 2.0
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

htm.core

Posts with mentions or reviews of htm.core. We have used some of these posts to build our list of alternatives and similar projects.
  • How Computationally Complex Is a Single Neuron?
    1 project | news.ycombinator.com | 3 Sep 2021
    OK I am still parsing the pre-print, but their approach seems very interesting. And equally interesting would be to see what happens if you apply HTM [1] to the same inputs model, _e.g._:

    > We next applied our paradigm to a morphologically and electrically complex detailed biophysical compartmental model of a 3D reconstructed layer 5 cortical pyramidal cell (L5PC) from rat somatosensory cortex (Fig. 2A). The model is equipped with complex nonlinear membrane properties, a somatic spike generation mechanism and an excitable apical nexus capable of generating calcium spikes

    [1] https://github.com/htm-community/htm.core

AnoGraph

Posts with mentions or reviews of AnoGraph. We have used some of these posts to build our list of alternatives and similar projects.

What are some alternatives?

When comparing htm.core and AnoGraph you can also consider the following projects:

chess-deep-rl-cpp - C++ version of my chess-deep-rl project. WIP

Serial-Studio - Multi-purpose serial data visualization & processing program

cppflow - Run TensorFlow models in C++ without installation and without Bazel

MStream - Anomaly Detection on Time-Evolving Streams in Real-time. Detecting intrusions (DoS and DDoS attacks), frauds, fake rating anomalies.

ITK - Insight Toolkit (ITK) -- Official Repository. ITK builds on a proven, spatially-oriented architecture for processing, segmentation, and registration of scientific images in two, three, or more dimensions.

NebulaGraph Database - A distributed, fast open-source graph database featuring horizontal scalability and high availability

bergamot-translator - Cross platform C++ library focusing on optimized machine translation on the consumer-grade device.

CProcessing - Processing C++ Edition

Seayon - Open source Neural Network library in C++

euler - A distributed graph deep learning framework.

OSQuery - SQL powered operating system instrumentation, monitoring, and analytics.

htm.core vs chess-deep-rl-cpp AnoGraph vs Serial-Studio htm.core vs cppflow AnoGraph vs MStream htm.core vs ITK AnoGraph vs NebulaGraph Database htm.core vs bergamot-translator AnoGraph vs CProcessing htm.core vs Seayon AnoGraph vs euler htm.core vs MStream AnoGraph vs OSQuery