https://github.com/urbit/numerics

https://github.com/urbit/numerics

Last synced: about 2 months ago
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• Host: GitHub
• URL: https://github.com/urbit/numerics
• Owner: urbit
• Created: 2023-12-15T01:21:27.000Z (about 1 year ago)
• Default Branch: main
• Last Pushed: 2024-10-23T20:41:58.000Z (2 months ago)
• Last Synced: 2024-10-24T07:27:08.993Z (about 2 months ago)
• Language: hoon
• Size: 1.1 MB
• Stars: 6
• Watchers: 6
• Forks: 2
• Open Issues: 7
• Metadata Files:
  • Readme: README.md

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README

        
#   Numerical Libraries for Urbit

**Status ~2024.5.28:  Lagoon releases with IEEE 754 reals in 410K; Saloon releases with corresponding functionality in 409K; Maroon is in progress for tinygrad.**

![An evocative scene of a mysterious futuristic castle in the style of Flash Gordon](./img/hero-scene.jpg)

This repository organizes the core numerical computing apparatus for Urbit:

- `/lib/math` provides basic single-atom transcendental functions; it supersedes [`sigilante/libmath`](https://github.com/sigilante/libmath).

  - [`README.md`](./libmath/README.md)

- Lagoon (Linear AlGebra in hOON) offers operations in the tradition of BLAS and LAPACK (like NumPy's pure matrix operations).

  - [`README.md`](./lagoon/README.md)

  - `/desk` contains the Hoon-specific code for Lagoon.

    - `/lib/lagoon` is the main library for Lagoon operations.

    - `/lib/twoc` supports two's-complement signed integers.

    - `/lib/fixed` supports fixed-precision operations.

    - `/sur/lagoon` supplies type headers for Lagoon.

  - `/vere` contains the C jets for the Vere runtime.

- Saloon (Scientific ALgorithms in hOON) affords transcendental functions (like NumPy's transcendental functions, optimizers, etc.).

  - [`README.md`](./saloon/README.md)

  - `/desk` contains the Hoon-specific code for Saloon.

- Maroon (MAchine LeaRning in hOON) implements machine learning algorithms as a sidecar to Urbit.

  - [`README.md`](./maroon/README.md)

  - `/desk` contains the Hoon-specific code for Maroon, currently an in-progress tinygrad implementation.

The Urbit Foundation also provides [SoftBLAS](https://github.com/urbit/SoftBLAS) to support software-defined jetting.  It is used in the Lagoon jets.