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aleph0

Implementation of aleph0

https://github.com/pranavraj575/aleph0

Science Score: 44.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ○
    DOI references
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    Academic publication links
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    Academic email domains
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    Institutional organization owner
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    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (3.5%) to scientific vocabulary
Last synced: 6 months ago · JSON representation ·

Repository

Implementation of aleph0

Basic Info
  • Host: GitHub
  • Owner: pranavraj575
  • License: mit
  • Language: Python
  • Default Branch: master
  • Size: 675 KB
Statistics
  • Stars: 0
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created over 1 year ago · Last pushed 12 months ago
Metadata Files
Readme License Citation

README.md

AlephZero: Extending AlphaZero to Infinite Boards

General implementation of $\aleph0$, an extension of AlphaZero which uses Transformer network architecture to solve a class of games ($\aleph0$-extensive form games) whose observation space is sequential, and whose action space arises from choosing indices in this observation space.

Installation

  • Either from pip: pip3 install aleph0
  • Or clone from repo: bash git clone https://github.com/pranavraj575/aleph0 pip3 install -e aleph0 To play Jenga, must install additional packages: pip3 install aleph0[jenga]

Owner

  • Login: pranavraj575
  • Kind: user

Citation (CITATION.cff) 

cff-version: 1.2.0
message: "If you use this software, please cite it as below."
authors:
- family-names: "Rajbhandari"
  given-names: "Pranav"
  orcid: "https://orcid.org/0009-0004-4933-5204"
title: "AlephZero"
version: 0.0.0
date-released: 2024-04-20
url: "https://github.com/pranavraj575/aleph0"

GitHub Events

Total
  • Push event: 9
Last Year
  • Push event: 9

Packages

  • Total packages: 1
  • Total downloads:
    • pypi 95 last-month
  • Total dependent packages: 0
  • Total dependent repositories: 0
  • Total versions: 5
  • Total maintainers: 1
pypi.org: aleph0

alphazero implemented for games with state/action spaces a finite subset of a countable space

  • Versions: 5
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 95 Last month
Rankings
Dependent packages count: 10.5%
Average: 34.9%
Dependent repos count: 59.3%
Maintainers (1)
pranavraj575
Last synced: 7 months ago

Dependencies

pyproject.toml pypi
  • numpy *
  • torch *