neworder

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neworder is a microsimulation framework inspired by openm++, MODGEN and, to a lesser extent, the python-based LIAM2 tool, and can be thought of as a powerful best-of-both-worlds hybrid of MODGEN and LIAM2. Modellers can define their models in a simple, well-known language, yet benefit from the efficiency of compiled code and parallel execution:

  • python module: easy to install and integrate, available on all common platforms
  • low barriers to entry: users need only write standard python code, little or no new coding skills required.
  • flexibility: models are specified in python code, so can be arbitrarily complex
  • data agnosticism: the framework does not impose any constraints on data formats for either sources or outputs.
  • reusability: leverage python modules like numpy, pandas and matplotlib.
  • reproducibility: built-in, customisable random generator seeding strategies
  • speed: the module is predominantly written in optimised C++ and provides fast Monte-Carlo, statistical and data manipulation functions.
  • compatibility: operate directly on numpy arrays and pandas DataFrames
  • scalability: can be run on a desktop or a HPC cluster, supporting parallel execution using MPI.

System Requirements

neworder requires python 3.12 or above and runs on 64-bit linux, OSX and Windows platforms. To take advantage of the optional parallel execution functionality, you will also need an MPI implementation, such as open-mpi or mpich. Note that MPI packages are not currently available for Windows via pip - Windows users must install an MPI runtime separately (e.g. MS-MPI) and use the parallel-native extra.

Installation

The package can be installed from pypi.

For a basic (serial only) installation,

pip install neworder

or to enable parallel execution using MPI use one of the following:

pip install neworder[parallel-openmpi]  # install the openmpi runtime in the virtual environment
pip install neworder[parallel-mpich]  # install the mpich runtime in the virtual environment
pip install neworder[parallel-native]  # use the system's mpi runtime

and to enable the (geo)spatial graph functionality:

pip install neworder[geospatial]

or a combination of the two:

pip install neworder[parallel-openmpi,geospatial]

Documentation

To get started first see the detailed documentation here. Then, check out "Hello World" and the other examples.

Using an AI coding agent?

neworder ships an installable agent skill - run neworder-skill --install and your agent gets a built-in reference for writing neworder models correctly. See Agent Skill.

Project links

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Avatar for virgesmith from gravatar.com virgesmith

Credits

Author: Andrew Smith

GitHub Statistics

Data verified by PyPI on Oct 5, 2026
The GitHub source repository was provided by the project maintainers and verified by PyPI at the time of upload. Stars, forks, and open issues/PRs are derived from that repository and have not been independently verified.

License expression

MIT
View SPDX License List

Requires

Python >=3.12

Provides Extra

geospatial parallel-native parallel-openmpi parallel-mpich

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Metadata

Project links

Data verified by PyPI on Oct 5, 2026
Data provided by the project maintainers, verified at the time the release was uploaded to PyPI.

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Data sourced directly from PyPI's database.
  • Released:
Latest release

1 maintainer

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Avatar for virgesmith from gravatar.com virgesmith

Credits

Author: Andrew Smith

GitHub Statistics

Data verified by PyPI on Oct 5, 2026
The GitHub source repository was provided by the project maintainers and verified by PyPI at the time of upload. Stars, forks, and open issues/PRs are derived from that repository and have not been independently verified.

License expression

MIT
View SPDX License List

Requires

Python >=3.12

Provides Extra

geospatial parallel-native parallel-openmpi parallel-mpich

Classifiers

Report project as malware

Release files for neworder 1.7.2

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Source distribution for neworder 1.7.2
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neworder-1.7.2-cp314-cp314t-win_amd64.whl 419.6 kB CPython 3.14 CPython 3.14 free-threading Windows x86-64 Details
neworder-1.7.2-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 307.4 kB CPython 3.14 CPython 3.14 free-threading Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64 Details
neworder-1.7.2-cp314-cp314t-macosx_11_0_arm64.whl 263.7 kB CPython 3.14 CPython 3.14 free-threading macOS 11.0+ ARM64 Details
neworder-1.7.2-cp314-cp314-win_amd64.whl 409.3 kB CPython 3.14 CPython 3.14 Windows x86-64 Details
neworder-1.7.2-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 310.4 kB CPython 3.14 CPython 3.14 Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64 Details
neworder-1.7.2-cp314-cp314-macosx_11_0_arm64.whl 250.2 kB CPython 3.14 CPython 3.14 macOS 11.0+ ARM64 Details
neworder-1.7.2-cp313-cp313-win_amd64.whl 399.3 kB CPython 3.13 CPython 3.13 Windows x86-64 Details
neworder-1.7.2-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 310.6 kB CPython 3.13 CPython 3.13 Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64 Details
neworder-1.7.2-cp313-cp313-macosx_11_0_arm64.whl 249.8 kB CPython 3.13 CPython 3.13 macOS 11.0+ ARM64 Details
neworder-1.7.2-cp312-cp312-win_amd64.whl 399.3 kB CPython 3.12 CPython 3.12 Windows x86-64 Details
neworder-1.7.2-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 310.8 kB CPython 3.12 CPython 3.12 Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64 Details
neworder-1.7.2-cp312-cp312-macosx_11_0_arm64.whl 249.7 kB CPython 3.12 CPython 3.12 macOS 11.0+ ARM64 Details

Total release size: 3.9 MB

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