symreg VS AI

Compare symreg vs AI and see what are their differences.

symreg

A Symbolic Regression engine (by danuker)

AI

Artificial Intelligence Projects (by RowColz)
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symreg AI
4 4
27 14
- -
0.0 10.0
over 2 years ago almost 7 years ago
Jupyter Notebook
MIT License GNU General Public License v3.0 only
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.

symreg

Posts with mentions or reviews of symreg. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-02-20.
  • I Still ‘Lisp’ (and You Should Too)
    4 projects | news.ycombinator.com | 20 Feb 2023
    Well, I wrote a genetic programming library, and it was fun to parse a Lisp-like representation from Python. You still have recursion and everything (albeit no tail call optimization).

    Here, `_from_source` goes from a plain array of tokens to a nested one (tree), depending on their arity:

    https://github.com/danuker/symreg/blob/7c6593d3046f6c52dfb92...

    Lisp is almost valid Python. The exception is the single-element tuple which needs a comma: (x,)

    But I still preferred to use Python as a programming language, and Lisp as a sort of AST. It's just easier. I am curious what roadblocks you faced in your ASCII delimited parsing.

    Do you by any chance still have the two parsers? I'd love to see them. If you are worried about your anonymity, you can find my website on my HN profile, and my e-mail on my website. I promise not to disclose your identity publicly.

  • Do Simpler Machine Learning Models Exist and How Can We Find Them?
    5 projects | news.ycombinator.com | 22 Dec 2022
    If interpretability is sufficiently important, you could straight-up search for mathematical formulae.

    My SymReg library pops to mind. I'm thinking of rewriting it in multithreaded Julia this holiday season.

    https://github.com/danuker/symreg

  • I made an Entity Component System
    2 projects | /r/Python | 15 Jun 2022
    Indeed, I ran face-first into Python's GIL that prevents any useful CPU-bound multithreading, with my symbolic regression library.

AI

Posts with mentions or reviews of AI. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-02-24.

What are some alternatives?

When comparing symreg and AI you can also consider the following projects:

towhee - Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.

SymbolicRegression.jl - Distributed High-Performance Symbolic Regression in Julia

qdrant - Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

pgsql-http - HTTP client for PostgreSQL, retrieve a web page from inside the database.

FrameworkBenchmarks - Source for the TechEmpower Framework Benchmarks project

PyECS - A Python implementation of an Entity Component System

coalton - Coalton is an efficient, statically typed functional programming language that supercharges Common Lisp.