educational machine learning algorithms / PRML
Python implementations of PRML algorithms presented as Jupyter notebooks
Same problem, same approach. Swapping one for another is a config change, not a rewrite.
Use this if you want broader ML algorithms with explanations in Jupyter rather than PRML-specific content
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
Solves the same problem with a different architecture or at a different layer. Expect to rewrite the integration.
Use this if you want minimal implementations as plain Python code with no PRML textbook narrative
Minimal and clean examples of machine learning algorithms implementations
These projects were analysed and named PRML among their alternatives. The relationship is not symmetric — how PRML rates them is a separate judgement, made when PRML is analysed in its own right.
calls PRML “Choose for implementations aligned with Bishop's PRML book, but stale.”
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained