combinatory-synthesizer 0.0.1.dev29

Type based synthesis framework using inhabitation in FCLP

CoSy

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CoSy enables synthesis of arbitrary artifacts from individual modular components. It efficiently handles specification and constraints of these modular components, describing how they connect and which performance criteria need to be satisfied.

APIs

CoSy can be used in two different ways.

• Using the Synthesizer. This enables using all features but is more complicated to use.
• Using the Maestro. This enables using less features, but is easy to use.

The Synthesizer is the recommended way for "power-users" to interact with CoSy. Publications that primarily focus on type-theoretic aspects usually use it.

The Maesto is the cute creature playing with building blocks (modular components) on the logo. This gifted architect is incredible at connecting these to satisfy any target a user may query for. The Maestro API is intended to be easy to use, but the trade-off is lower flexibility.

For most technological applications of combinatory synthesis to other fields, e.g. synthesizing physical structures, the Maestro is sufficient.

Examples

• For a simple example for a theoretically minded computer scientist, see: Fibonacci
• For a simple example for a practically minded engineer, see: Robot Arm (WIP)

While the examples above use Maestro, the following example uses the Synthesizer:

• For a simple example on the usage of evolutionary algorithms for searching the synthesized solution spaces, see: Symbolic Regression

Installation

Installation is as simple as running:

pip install --pre combinatory-synthesizer

Since CoSy is still in pre-release state, PyPi distributions are likely to be outdated most of the time.

If you want to stay up to date with a nightly build:

pip install https://github.com/tudo-seal/cosy/releases/download/nightly/combinatory_synthesizer-nightly.tar.gz

CoSy itself has no dependencies at all, so it will play nice with any pre-existing projects.

Documentation

This README is intentionally left brief.
Please head over to the documentation to get started.

License

CoSy is distributed under the terms of the Apache-2.0 license.