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gavinkhung / machine-learning-visualized

ML algorithms implemented and derived from first-principles in Jupyter Notebooks and NumPy

Why this job: works in the areas we cover, but does not say which job it does

What it does

Machine Learning Visualized is a Jupyter Book containing Jupyter Notebooks that implement and mathematically derive machine learning algorithms from first-principles.

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chmod +x ./download_notebooks.sh
./download_notebooks.sh
Maintenance
Active
Last commit 2 months ago
Stars
2,101
+9 this week
Licence
MIT
Allows business use
Downloads for
None listed
No release files
Latest version
None yet
No releases
Built with
TeX
98% of the code

Is it looked after?

Contributors
Not stated
Last 90 days
Issues
75% closed
1 still open
Pull requests
1 merged
0 waiting
Releases
None
Never published
  • No contributing guide
  • No security policy
  • No code of conduct

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More: languages, topics and project record

Languages

  • TeX 98%
  • Shell 2%
  • CSS <1%

Topics

  • book
  • jupyter-notebook
  • latex
  • machine-learning
  • numpy
  • python
  • neural-network

Project record

  • JobOther AI tools
  • StatusListed
  • Commits29
  • Forks199
  • Watching17
  • Stars in 28 days+39
  • CreatedMar 15, 2025
  • First seen by usNov 7, 2026
  • CheckedNov 8, 2026

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