NumPy as Synth Engine
NumPy can be used as a real time sound synthesis engine, generating all audio directly from mathematical functions like waves, noise, and filters without any pre recorded samples. The broader idea is that powerful general purpose tools like NumPy can be pushed far beyond their intended use, enabling complex systems like music generation through pure computation.
https://kennethreitz.org/essays/2026-03-29-numpy_as_synth_engine
NumPy can be used as a real time sound synthesis engine, generating all audio directly from mathematical functions like waves, noise, and filters without any pre recorded samples. The broader idea is that powerful general purpose tools like NumPy can be pushed far beyond their intended use, enabling complex systems like music generation through pure computation.
https://kennethreitz.org/essays/2026-03-29-numpy_as_synth_engine
Kenneth Reitz
NumPy as Synth Engine
There are zero audio files in PyTheory. No samples. No recordings. Not one byte of pre-recorded sound anywhere in the repository. You can see the code that...
vectorize-io / hindsight
Hindsight: Agent Memory That Learns
https://github.com/vectorize-io/hindsight
Hindsight: Agent Memory That Learns
https://github.com/vectorize-io/hindsight
GitHub
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