microsoft/mattergen

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Official implementation of MatterGen -- a generative model for inorganic materials design across the periodic table that can be fine-tuned to steer the generation towards a wide range of property constraints.

Stars: 1.8k
Forks: 351
Open beginner issues: 0
Indexed issues: 5
Avg merge: 1h 3m
Merged PRs (30d): 4

Dominant language: Python
License: MIT
Last GitHub push: Aug 27, 2026
Latest indexed: Sep 19, 2026
Contributing guide: Contributing guide
Code of conduct: Code of conduct
Beginner labels: No beginner labels indexed

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5 open issues indexed

Inquiry regarding detailed generation parameters and evaluation metrics for conditional tasks Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

microsoft/mattergen#244 · Opened Apr 16, 2026
Question about quantitative results for conditional generation Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

microsoft/mattergen#236 · Opened Feb 6, 2026
TypeError: Optimizer.converged() missing 1 required positional argument: 'gradient' Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

microsoft/mattergen#223 · 5 comments · Opened Oct 31, 2025
ref.csv contains unverifiable ICSD entries Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

microsoft/mattergen#211 · Opened Sep 8, 2025
Numpy <2 requirements conflicts with mattersim Open

Difficulty 2/5 1-3 hours Newbie friendliness 55/100

microsoft/mattergen#195 · 2 comments · 6 reactions · Opened Jul 23, 2025

microsoft/mattergen

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