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ml-book

An online book introduction to machine learning

https://github.com/joaomh/ml-book

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
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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
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    Scientific vocabulary similarity
    Low similarity (9.1%) to scientific vocabulary

Keywords

computer-vision deep-learning machine-learning machine-learning-algorithms natural-language-processing neural-network neural-networks python supervised-learning time-series unsupervised-learning
Last synced: 6 months ago · JSON representation ·

Repository

An online book introduction to machine learning

Basic Info
Statistics
  • Stars: 0
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Topics
computer-vision deep-learning machine-learning machine-learning-algorithms natural-language-processing neural-network neural-networks python supervised-learning time-series unsupervised-learning
Created about 2 years ago · Last pushed 8 months ago
Metadata Files
Readme License Citation

README.md

An Introduction to Machine Learning

This repository holds the Jupyter Book source for An Introduction to Machine Learning.

To make a change to the book and update https://joaomh.github.io/ml-book/

  1. Get your copy of this repository:

git clone https://github.com/joaomh/ml-book 2. Change the file you wish and commit it to the repository. 3. Push your change back to the ml-book repository (ideally via a pull request). 4. That's it a GitHub Action will build the book and deploy it to ml-book

How this repository is deployed

  • When you make a change to this repository and push it to the main branch, the book's HTML will automatically be pushed.
  • This process is handled by this GitHub Action

Build and preview the text locally

To build locally, pip install -r requirements.txt and then jupyter-book build ml-book

Follow the build instructions on the Jupyter Book guide. The guide has information on how to use the Jupyter Book CLI to build this book. You can find the Jupyter Book build instructions here.

ghp-import -n -p -f _build/html

Owner

  • Name: João Pinheiro
  • Login: joaomh
  • Kind: user
  • Company: Itaú Unibanco @itau

My biggest life goal is to improve people's lives through technology and teaching :)

Citation (CITATION.cff) 

cff-version: 1.2.0
message: "If you use this software, please cite it as below."
authors:
- family-names: "Herrera Pinheiro"
  given-names: "João Manoel"
  orcid: "https://orcid.org/0009-0001-6192-7374"
title: "An Introduction to Machine Learning"
date-released: 2025-01-01
url: "https://github.com/joaomh/ml-book"

GitHub Events

Total
  • Push event: 47
  • Pull request event: 50
Last Year
  • Push event: 47
  • Pull request event: 50

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 0
  • Total pull requests: 27
  • Average time to close issues: N/A
  • Average time to close pull requests: less than a minute
  • Total issue authors: 0
  • Total pull request authors: 1
  • Average comments per issue: 0
  • Average comments per pull request: 0.0
  • Merged pull requests: 22
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 27
  • Average time to close issues: N/A
  • Average time to close pull requests: less than a minute
  • Issue authors: 0
  • Pull request authors: 1
  • Average comments per issue: 0
  • Average comments per pull request: 0.0
  • Merged pull requests: 22
  • Bot issues: 0
  • Bot pull requests: 0
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Top Authors
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  • joaomh (35)
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Dependencies

pyproject.toml pypi
  • python ^3.11
requirements.txt pypi
  • jupyter-book *
  • matplotlib *
  • numpy *
.github/workflows/main.yml actions
  • actions/checkout v2 composite
  • actions/setup-python v1 composite