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its-ml-playground

Code Repository for "Machine Learning Menggunakan Python" Book

https://github.com/ai-edu-its/its-ml-playground

Science Score: 44.0%

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    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
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    .zenodo.json file
    Found .zenodo.json file
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    DOI references
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    Academic publication links
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    Institutional organization owner
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    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (15.1%) to scientific vocabulary
Last synced: 6 months ago · JSON representation ·

Repository

Code Repository for "Machine Learning Menggunakan Python" Book

Basic Info
  • Host: GitHub
  • Owner: AI-Edu-ITS
  • License: mit
  • Language: Python
  • Default Branch: main
  • Homepage:
  • Size: 1.15 MB
Statistics
  • Stars: 1
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created over 1 year ago · Last pushed 8 months ago
Metadata Files
Readme License Citation

README.md

✨ Welcome to Code Repository of Our Machine Learning Book ✨

This is the official source code from ITS Machine Learning Book Titled Machine Learning Menggunakan Python

🚀 Repository Updates

  • [2025.07.18] Our Google Play Book Version Has Been Released!
  • [2025.03.31] Book Has Been Released!
  • [2024.08.26] Code Release!

🏃 First Run Before Using This Repository

  • First Give a star to this repository 😬😬😬
  • Then, you need to clone and initialize this repository. For more details step please follow this tutorial How to Clone and Retrieve Update from Remote Repository.
  • Then, make sure Python already installed in your device. You can download and install Python from Python Official Website. To make sure your Python installation completed you can run this code: python3 --version or python --version. Note: Sometimes for MacOS and Linux user, Python is already installed by default.
  • Install required libraries by write this command in terminal/command prompt in this saved repository folders using pip3 install requirements.txt or pip install requirements.txt

❓ How To Use This Repository

You need to follow this tutorial below:

  1. Section 1: Introduction
  2. Section 2: Unsupervised Learning
  3. Section 3: Supervised Learning
  4. Section 4: Supervised Based on Function Learning
  5. Section 5: Semi-Supervised Learning

🙋 FAQ

How to ask if there any problem using this code repository? Please create a new issue in Issues section, add title for the issue, and describe the issue briefly. You can use bahasa or english when writing your issue. **Important: Before create an issue, please check existing open or closed issue first to avoid same issue being proposed again!!**

📚 Useful Tutorials

🔭 Citation

If you use this repository in your works, you can cite this book using available format from right side pane menu of this repository or cite this bibtex entry:

bash @book{fatichah2025machine, title={MACHINE LEARNING MENGGUNAKAN PYTHON}, author={Fatichah, C. and Suciati, N. and Purwitasari, D. and Yuniarti, A. and Hidayati, S.C. and Navastara, D.A. and Bihanda, Y.G.}, isbn={9786230146978}, url={https://books.google.co.id/books?id=lR5xEQAAQBAJ}, year={2025} }

Owner

  • Name: AI Edu ITS
  • Login: AI-Edu-ITS
  • Kind: organization

Citation (CITATION.cff) 

# This CITATION.cff file was generated with cffinit.
# Visit https://bit.ly/cffinit to generate yours today!

cff-version: 1.2.0
title: Machine Learning Book Code Repository
message: >-
  If you use this code repository, please cite it using the
  metadata from this file.
type: software
authors:
  - family-names: Fatichah
    given-names: Chastine
    orcid: 'https://orcid.org/0000-0002-7348-9762'
  - family-names: Suciati
    given-names: Nanik
    orcid: 'https://orcid.org/0000-0002-1991-0464'
  - given-names: Diana
    family-names: Purwitasari
    orcid: 'https://orcid.org/0000-0001-7000-7628'
  - given-names: Anny
    family-names: Yuniarti
    orcid: 'https://orcid.org/0000-0002-3234-4591'
  - given-names: Shintami Chusnul
    family-names: Hidayati
    orcid: 'https://orcid.org/0000-0001-5045-4842'
  - family-names: Navastara
    given-names: Dini Adni
    orcid: 'https://orcid.org/0000-0002-2934-7193'
  - family-names: Bihanda
    given-names: Yusuf Gladiensyah
    orcid: 'https://orcid.org/0000-0001-5633-418X'
identifiers:
  - type: url
    value: >-
      https://play.google.com/store/books/details/Chastine_Fatichah_MACHINE_LEARNING_MENGGUNAKAN_PYT?id=lR5xEQAAQBAJ
license: MIT
version: 1.0.0
date-released: '2025-03-31'

GitHub Events

Total
  • Push event: 2
Last Year
  • Push event: 2

Dependencies

requirements.txt pypi
  • gdown *
  • matplotlib *
  • numpy *
  • pandas *
  • scikit-learn *
  • seaborn *
  • virtualenv *