htm.core VS Augustus

Compare htm.core vs Augustus 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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Augustus

Genome annotation with AUGUSTUS (by Gaius-Augustus)
Genome Annotation gene Prediction Discovery
Source Code
bioinf.uni-greifswald.de
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htm.core Augustus
1 1
144 263
2.1% 5.3%
4.4 5.0
2 months ago 5 days ago
C++ C++
GNU Affero General Public License v3.0 -
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

Augustus

Posts with mentions or reviews of Augustus. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-02-15.

What are some alternatives?

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

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

Liftoff - An accurate GFF3/GTF lift over pipeline

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

deeplabel - A cross-platform desktop image annotation tool for machine learning

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.

ksnip - ksnip the cross-platform screenshot and annotation tool

AnoGraph - Sketch-Based Anomaly Detection in Streaming Graphs

ksnip - ksnip the cross-platform screenshot and annotation tool [Moved to: https://github.com/ksnip/ksnip]

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

PGA - Plastid Genome Annotator

Seayon - Open source Neural Network library in C++

frugally-deep - Header-only library for using Keras (TensorFlow) models in C++.

htm.core vs chess-deep-rl-cpp Augustus vs Liftoff htm.core vs cppflow Augustus vs deeplabel htm.core vs ITK Augustus vs ksnip htm.core vs AnoGraph Augustus vs ksnip htm.core vs bergamot-translator Augustus vs PGA htm.core vs Seayon Augustus vs frugally-deep