
Replicate
Version control for machine learning
Replicate launched on November 20, 2020 with 68 votes, #672 of 3,461 launches that month and more than 75% of that year's launches.
What it does
Automatically track your experiments and models with two lines of code. Open source and community-built.
Does a similar job
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Mandala – Automatically save, query and version Python computations2024 · github.com · ▲100`mandala` is a framework I wrote to automate tracking ML experiments for my research. It differs from other experiment tracking tools by making persistence, query and versioning logic a generic part of the programming language itself, as opposed to an external logging tool you must learn and adapt to. The goal is to be able to write expressive computational code without thinking about persistence (like in an interactive session), and still have the full benefits of a versioned, queriable storage afterwards. Surprisingly, it turns out that this vision can pretty much be achieved with two…

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