Ecosystem VS asmoses

Compare Ecosystem vs asmoses and see what are their differences.

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Ecosystem asmoses
1 3
24 37
- -
6.7 7.8
9 months ago 7 months ago
C++ C++
GNU General Public License v3.0 only GNU General Public License v3.0 or later
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.

Ecosystem

Posts with mentions or reviews of Ecosystem. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-11-23.

asmoses

Posts with mentions or reviews of asmoses. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-01-23.
  • Show HN: Codemodder – A new codemod library for Java and Python
    7 projects | news.ycombinator.com | 23 Jan 2024
    Thanks for your reply!

    I think they called it an FST "Full Syntax Tree", which is probably very similar to a CST "Concrete Syntax Tree". At the time that moses was written, Python's internal AST hadn't sufficient code to mutate sufficiently for moses' designs.

    MOSES: Meta-Optimizing Semantic Evolutionary Search :

    https://wiki.opencog.org/w/Meta-Optimizing_Semantic_Evolutio... :

    > All program evolution algorithms tend to produce bloated, convoluted, redundant programs ("spaghetti code"). To avoid this, MOSES performs reduction at each stage, to bring the program into normal form. The specific normalization used is based on Holman's "elegant normal form", which mixes alternate layers of linear and non-linear operators. The resulting form is far more compact than, say, for example, boolean disjunctive normal form. Normalization eliminates redundant terms, and tends to make the resulting code both more human-readable, and faster to execute.

    > The above two techniques, optimization and normalization, allow MOSES to outperform standard genetic programming systems.

    https://github.com/opencog/asmoses

    MOSES outputs Combo (a LISP), Python as an output transform IIUC, and now Atomese with asmoses, which links to a demo notebook: https://robert-haas.github.io/mevis-docs/code/examples/moses...

    Evolutionary algorithm > Convergence: https://en.wikipedia.org/wiki/Evolutionary_algorithm#Converg...

    /? mujoco learning to walk [with evolutionary selection / RL Reinforcement Learning]

  • Knowledge Graph Reasoning Based on Attention GCN
    1 project | news.ycombinator.com | 28 Dec 2023
    https://news.ycombinator.com/item?id=38744177 :

    > - Indicate degree of confidence in annotation (note that AGI hypergraph systems have TruthValue and also AttentionValue, like attention networks

    From " https://news.ycombinator.com/item?id=23787359 :

    > How does this compare to MOSES (OpenCog/asmoses) or PLN? https://github.com/opencog/asmoses https://scholar.google.com/scholar?hl=en&as_sdt=0%2C43&q=%22... (2007)

    From https://news.ycombinator.com/item?id=35810320 :

    > Is there a better way to publish Linked Data with existing tools like LaTeX, PDF, or Word? Which support CSVW? Which support RDF/RDFa/JSON-LD?

What are some alternatives?

When comparing Ecosystem and asmoses you can also consider the following projects:

cmkr - Modern build system based on CMake and TOML.

GraphicsPlayground - Sandbox for the graphics engine. Designed for easiest experimentation and demonstration of graphics algorithms.

nexus - A C++ QUIC and HTTP/3 library based on lsquic and boost::asio

bomba - C++ library for convenient implementation of RPC and serialisation

Soup - Soup is a build system that guarantees incremental build correctness and aims to simplify many aspects of developing shared code while maintaining best in class performance.

awssign - C++ library for AWS v4 Signatures

tsmp

beryldb - BerylDB is a fully modular data structure data manager that can be used to store data as key-value entries. The server allows channel subscription and is optimized to be used as a cache repository. Supported structures include lists, sets, multimaps, and keys.

neuro-evolution-simulation - Organisms evolving in a simulated ecosystem - an artificial life simulation.

tomlplusplus - Header-only TOML config file parser and serializer for C++17.