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
GitHub - vectorize-io/hindsight: Hindsight: Agent Memory That Learns
Hindsight: Agent Memory That Learns. Contribute to vectorize-io/hindsight development by creating an account on GitHub.
Building a Navier-Stokes Solver in Python from Scratch: Simulating Airflow
A hands-on guide to implementing CFD with NumPy, from discretization to airflow simulation around a bird's wing
https://towardsdatascience.com/building-a-navier-stokes-solver-in-python-from-scratch-simulating-airflow/
A hands-on guide to implementing CFD with NumPy, from discretization to airflow simulation around a bird's wing
https://towardsdatascience.com/building-a-navier-stokes-solver-in-python-from-scratch-simulating-airflow/
Towards Data Science
Building a Navier-Stokes Solver in Python from Scratch: Simulating Airflow | Towards Data Science
A hands-on guide to implementing CFD with NumPy, from discretization to airflow simulation around a bird's wing