iiinova — where your digital self keeps evolving

Reposted by Flywheel

Rory Byrne @rory.bio · 16/02/2025

This is part of @flywhl.dev, an initiative building devtools for science. Join our Discord: discord.gg/kTkF2e69fH We've also made a "Call for Problems" in the workflow of computational science, which helps us decide what to build next: flywhl-ideas.notion.site

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Reposted by Flywheel

Rory Byrne @rory.bio · 16/02/2025

🔧 Logis - turn your git history into a searchable scientific log. The `@commit` decorator auto-commits your code when your experiment runs - with metadata in the message. Then you can find previous results by querying for commits with (e.g.) metrics.accuracy > 0.9. github.com/flywhl/logis

github.com

GitHub - flywhl/logis: Turn your git commit history into a scientific log

Turn your git commit history into a scientific log - flywhl/logis

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Reposted by Flywheel

Rory Byrne @rory.bio · 09/01/2025

🔧 Cyantic v0.3.0 - a little library I wrote that builds complex Python objects (like Tensors) from simple blueprints using @pydantic.dev. (The name comes from cyanotype photography, i.e. the "blueprint") #opensource #python #openscience github.com/flywhl/cyantic

github.com

GitHub - flywhl/cyantic: Build complex types from simple blueprints via Pydantic

Build complex types from simple blueprints via Pydantic - flywhl/cyantic

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Reposted by Flywheel

Grace Lindsay @neurograce.bsky.social · 06/12/2024

I love this idea of a "call for problems"

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Flywheel @flywhl.dev · 10/12/2024

New tool alert. Now is a good time to consider switching from dictionaries to Pydantic models in your scientific code.

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Flywheel @flywhl.dev · 06/12/2024

📣 Computational Scientists: What's broken in your research stack? - Wrestling with unwieldy HPC job scripts? - Spending hours converting between file formats? - Missing critical visualisation tools? Help us design better tools: flywhl-ideas.notion.site #science #openscience #academicsky #RSE

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