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neonwatty / machine-learning-refined

Master the fundamentals of machine learning, deep learning, and mathematical optimization by building key concepts and models from scratch using Python.

Why this job: says: from scratch

What it does

Learn machine learning from the ground up - using Python and a handful of fundamental tools.

Get started

No single install command. Read the steps in the README (opens in new tab)

Maintenance
Active
Last commit 29 days ago
Stars
2,310
+3 this week
Licence
Custom
Read before business use
Downloads for
None listed
No release files
Latest version
v1.5
Released 11 months ago
Built with
Python
100% of the code

Is it looked after?

Contributors
Not stated
Last 90 days
Issues
100% closed
0 still open
Pull requests
17 merged
1 waiting
Releases
1
1 in the last year
  • No contributing guide
  • No security policy
  • No code of conduct

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More: languages, topics and project record

Languages

  • Python 100%
  • Dockerfile <1%

Topics

  • machine-learning
  • deep-learning
  • artificial-intelligence
  • data-science
  • jupyter-notebook
  • numpy
  • python

Project record

  • JobLists and guides
  • StatusListed
  • Commits16
  • Forks709
  • Watching83
  • Stars in 28 days+12
  • CreatedAug 12, 2016
  • First seen by usNov 7, 2026
  • CheckedNov 8, 2026

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