Who is materialsframework for?

materialsframework is an open-source project built for materials scientists.

Does materialsframework have a free plan?

Yes — materialsframework is open source under the GPL-3.0 license and free to use.

What platforms does materialsframework run on?

materialsframework runs on the command line. It can also be self-hosted.

Is materialsframework still active?

The GitHub repository shows 163 commits in the last 90 days.

What are alternatives to materialsframework?

Similar projects tracked by PulseGate include MFGLib documentation, MOMENT 1 Small, and isolation-forest-onnx.

Who makes materialsframework?

materialsframework is developed by dogusariturk.

When did materialsframework launch?

materialsframework first shipped in 2024.

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materialsframework

Name: materialsframework
Author: dogusariturk

PyPIInfrastructure

materialsframework is a modular Python framework specifically built for deploying, benchmarking, and experimenting with machine learning interatomic potentials (MLIPs). It provides researchers with tools to test and compare different ML models in the context of materials modeling and simulation. The project is open source under the GPL-3.0 license.

Open SourceGPL-3.0CLISelf-hosted

Visit PyPI

27stars

4forks

3features

2024since

Overview

3 features

In the Data science & ML workbench space, materialsframework takes a focused approach. Efficiently deploying, benchmarking, and experimenting with machine learning interatomic potentials in materials science research. materialsframework is an open-source project aimed at materials scientists. The project is open source (GPL-3.0). It runs on the command line, and it can be self-hosted.

dogusariturk builds and maintains materialsframework, and it first shipped in 2024. The project is developed in the open on GitHub with 27 stars and 163 commits in the last 90 days. Key capabilities include MLIP benchmarking, modular architecture, and experiment management.

Summary written by a language model from the project’s public pages.

MLIP benchmarking
Modular architecture
Experiment management

Built with & integrations

Runs on

CLISelf-hosted

Trust & compliance

License

GPL-3.0

Verified signals

HTTPSOpen Source GitHub · ★ 27Active maintenance

Indexing history

What PulseGate has recorded for this listing

Indexed4 Aug · 10:54 UTC
materialsframework verified against its public source
Source: PulseGate · Open

Frequently asked questions about materialsframework

What does materialsframework do?: Efficiently deploying, benchmarking, and experimenting with machine learning interatomic potentials in materials science research. It is catalogued under Data science & ML workbench on PulseGate.
Who is materialsframework for?: materialsframework is an open-source project built for materials scientists.
Does materialsframework have a free plan?: Yes — materialsframework is open source under the GPL-3.0 license and free to use.
What platforms does materialsframework run on?: materialsframework runs on the command line. It can also be self-hosted.
Is materialsframework still active?: The GitHub repository shows 163 commits in the last 90 days.
What are alternatives to materialsframework?: Similar projects tracked by PulseGate include MFGLib documentation, MOMENT 1 Small, and isolation-forest-onnx.MFGLib documentation MOMENT 1 Small isolation-forest-onnx
Who makes materialsframework?: materialsframework is developed by dogusariturk.
When did materialsframework launch?: materialsframework first shipped in 2024.

At a glance

Platforms: Cli
Languages: English
Open source: Yes · ★ 27
License: GPL-3.0
Built for: materials scientists
Model: Open source
Solves: Efficiently deploying, benchmarking, and experimenting with machine learning interatomic potentials in materials science research.

Registered as

GitHub: dogusariturk/MaterialsFramework
PyPI: materialsframework

Developer

dogusariturk

Small team

GitHub

Open source

View on GitHub

Stars: 27
Forks: 4
Open issues: 4
Last commit: 4 Aug 2026
Commits 90d: 163
Contributors: 2
Authorship: Small team
Default branch: main
Latest release: v1.0.0 · 4 Aug 2026

Live coverage

Identity confidence: Low · 64
Indexed: 4 Aug 2026
Lifecycle: Alive
Last seen: 4 Aug 2026

Identity audit (13)

Slug: materialsframework-pypi-org
Lifecycle state recorded: 4 Aug 2026
Verification state: Indexed for public listing
Listing state: Listed: yes
Index status: Included in index
Latest evidence snapshot: 4 Aug 2026
Timeline basis: Indexed-at chronology. This listing's first-seen date was written by the catalog backfill, not observed here, so it is not treated as a sighting.
Name from: Written by a language model from the project's public pages.
Category from: Assigned by a language model.
Summary from: Written by a language model from public pages.
Languages from: Detected by a language model from page content.
Last updated: 4 Aug 2026
Canonical URL: https://pypi.org/project/materialsframework

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