csA

Clustering and Regression Analysis of Professional Counter-Strike Play

https://github.com/MJKingsbury/csA

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
  • Academic links in README
  • Academic email domains
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (0.4%) to scientific vocabulary
Last synced: 6 months ago · JSON representation ·

Repository

Clustering and Regression Analysis of Professional Counter-Strike Play

Basic Info
  • Host: GitHub
  • Owner: MJKingsbury
  • Language: Jupyter Notebook
  • Default Branch: main
  • Homepage:
  • Size: 3.38 MB
Statistics
  • Stars: 0
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created over 1 year ago · Last pushed over 1 year ago
Metadata Files
Citation

Citation (CITATIONS.md)

This page provides all citations for the code found in:

 - main.ipynb
 - helpers.py

Citations will be clearly separated by file - [ MAIN ] and [ HELPERS ]
Citations have the following format:

-------------------------------------------------------------------------/
*    (Code Block Number: --) OR (Code Line: --)
*    Title: --
*    (Author: --) OR (Website: --)
*    Date: --
*    URL: --
*
-------------------------------------------------------------------------/

- - - LIST OF CITATIONS - - -

[ MAIN ]

*

-------------------------------------------------------------------------/
*    Code Block Number: 01
*    Title: "PyTorch: An Imperative Style, High-Performance Deep Learning Library"
*    Author: Adam Paszke et al.
*    Date: 3rd December 2019
*    URL: https://arxiv.org/abs/1912.01703
*
-------------------------------------------------------------------------/
*    Code Block Number: 01
*    Title: "typing — Support for type hints"
*    Website: Python Docs
*    Date: 18th August 2024 (Last Updated)
*    URL: https://docs.python.org/3/library/typing.html#module-typing
*
-------------------------------------------------------------------------/
*    Code Block Number: 01
*    Title: "random — Generate pseudo-random numbers"
*    Website: Python Docs
*    Date: 18th August 2024 (Last Updated)
*    URL: https://docs.python.org/3/library/random.html
*
-------------------------------------------------------------------------/
*    Code Block Number: 02
*    Title: "zipfile — Work with ZIP archives"
*    Website: Python Docs
*    Date: 18th August 2024 (Last Updated)
*    URL: https://docs.python.org/3/library/zipfile.html
*
-------------------------------------------------------------------------/
*    Code Block Number: 03
*    Title: "Awpy"
*    Website: Awpy Docs
*    Date: --
*    URL: https://awpy.readthedocs.io/en/latest/
*
-------------------------------------------------------------------------/
*    Code Block Number: 05
*    Title: "Array programming with NumPy"
*    Author: Harris, C.R., Millman, K.J., van der Walt, S.J. et al.
*    Date: 17th June 2020 (Accepted), 16th September 2020 (Published)
*    URL: https://doi.org/10.1038/s41586-020-2649-2
*
-------------------------------------------------------------------------/
*    Code Block Number: 06
*    Title: "Matplotlib: A 2D Graphics Environment"
*    Author: John D. Hunter
*    Date: 18th June 2007
*    URL: https://ieeexplore.ieee.org/document/4160265/
*
-------------------------------------------------------------------------/
*    Code Block Number: 07
*    Title: "tqdm"
*    Website: tqdm documentation
*    Date: --
*    URL: https://tqdm.github.io/
*
-------------------------------------------------------------------------/
*    Code Block Number: 09
*    Title: "wannesm/dtaidistance: v2.3.5"
*    Author: Wannes Meert et al.
*    Date: January 25, 2022 (Published)
*    URL: http://doi.org/10.5281/zenodo.5901139
*
-------------------------------------------------------------------------/
*    Code Block Number: 10
*    Title: "Scikit-learn: Machine Learning in Python"
*    Author: Fabian Pedregosa et al.
*    Date: October 2011 (Published)
*    URL: https://jmlr.csail.mit.edu/papers/v12/pedregosa11a.html
*
-------------------------------------------------------------------------/
*    Code Block Number: 20
*    Title: "pandas-dev/pandas: Pandas"
*    Author: The pandas development team
*    Date: April 10, 2024
*    URL: https://zenodo.org/records/10957263
*
-------------------------------------------------------------------------/
*    Code Block Number: 21
*    Title: "seaborn: statistical data visualization"
*    Author: Michael L. Waskom
*    Date: 2021
*    URL: https://doi.org/10.21105/joss.03021
*
-------------------------------------------------------------------------/

[ HELPERS ]

*

-------------------------------------------------------------------------/
*    Code Line: 19
*    Title: "Hamming Distance"
*    Author: Stan Z. Li and Anil Jain
*    Date: 2009
*    URL: https://doi.org/10.1007/978-0-387-73003-5_956
*
-------------------------------------------------------------------------/

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