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  • License: Apache Software License (Apache License Version 2.0, January 2004 http://www.apache.org/licenses/ TERMS AND CONDITIONS FOR U...)
  • Author: MLC Authors
  • Requires: Python >=3.9
  • Provides-Extra: tests, dev
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Project description

MLC-Python

🛠️ MLC is a Python-first toolkit for building ML compilers, runtimes, and compound AI systems. It enables you to define nested data structures (like compiler IRs) as roundtrippable text formats in Python syntax, with structural comparison for unit-testing and zero-copy C++ interop when needed.

🔑 Key features

🐍 mlc.ast: Text formats in Python Syntax

TBD

🏗️ mlc.dataclasses: Cross-Language Dataclasses

TBD

⚡ mlc.Func: Zero-Copy Cross-Language Function Calling

TBD

🎯 Structural Testing for Nested Dataclasses

TBD

📥 Installation

📦 Install From PyPI

pip install -U mlc-python

⚙️ Build from Source

python -m venv .venv
source .venv/bin/activate
python -m pip install --verbose --editable ".[dev]"
pre-commit install

🎡 Create MLC-Python Wheels

This project uses cibuildwheel to build cross-platform wheels. See .github/workflows/wheels.ym for more details.

export CIBW_BUILD_VERBOSITY=3
export CIBW_BUILD="cp3*-manylinux_x86_64"
python -m pip install pipx
pipx run cibuildwheel==2.20.0 --output-dir wheelhouse

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  • License: Apache Software License (Apache License Version 2.0, January 2004 http://www.apache.org/licenses/ TERMS AND CONDITIONS FOR U...)
  • Author: MLC Authors
  • Requires: Python >=3.9
  • Provides-Extra: tests, dev
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