Joined March 2022
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16 Photos and videos
9 Sep 2025
From hackathon to release: sbi v0.25 is here! ๐
What happens when dozens of SBI researchers and practitioners collaborate for a week? New inference methods, new documentation, new embedding networks, a bridge to pyro and a bridge between flow matching and score-based methods ๐คฏ
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9 Sep 2025
Two more highlights: Your sbi-trained NLE can now be wrapped into a Pyro model object for flexible hierarchical inference. And based on your feedback, we added to(device) for priors and posteriorsโswitching between CPU and GPU is now even easier!
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9 Sep 2025
This release brought together 14 first-time contributors with our core team.
A big shout out to the community and everyone contributing to this release ๐ ๐
๐ฆ (uv) pip install sbi --upgrade
๐ป Join us: github.com/sbi-dev/sbi
Full Changelog: github.com/sbi-dev/sbi/...
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16 Mar 2025
sbi 0.24.0 is out! ๐ This comes with important new features:
- ๐ฏ Score-based i.i.d sampling
- ๐ Simultaneous estimation of multiple discrete and continuous parameters or data.
- ๐: mini-sbibm for quick benchmarking
Just in time for our 1-week SBI hackathon starting tomorrow!
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28 Jan 2025
๐ Please help us improve the SBI toolbox! ๐
In preparation for the SBI Hackathon, weโre running a user study to learn what we can improve and how we can grow.
๐ Please share your thoughts here: forms.gle/foHK7myV2oaK1NU57
Your input will make a big differenceโthank you! ๐
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15 Jan 2025
๐ Join the 4th SBI Hackathon! ๐
The last hackathon was a fantastic milestone in forming a collaborative open-source community around SBI. Be part of it this year as we build on that momentum!
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March 17โ21, 2025
๐ Tรผbingen or remote
๐ Details: github.com/sbi-dev/sbi/discuโฆ
๐งต๐
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15 Jan 2025
What to expect:
- Coding sessions to enhance the sbi toolbox
- Research talks & lightning talks
- Networking & idea exchange
In-person attendance is encouraged but a remote option is available.
Free to attend, but seats are limited. Beginners welcome! ๐ค
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30 Dec 2024
๐ Just in time for the end of the year, weโve released a new version of sbi!
๐ฆ v0.23.3 comes with exciting features, bug fixes, and docs updates to make SBI smoother and more robust. Check it out! ๐
๐ Full changelog: github.com/sbi-dev/sbi/releaโฆ
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30 Dec 2024
โจ Highlights in v0.23.3:
- sbi is now available via @condaforge ๐ ๏ธ
- we now support MCMC sampling with multiple i.i.d. conditions ๐ฏ (this is for you, decision-making researchers)
๐ก Plus, improved docs here and there, clarified SNPE-A behavior, and a couple of bug fixes.
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30 Dec 2024
๐ Huge thanks to our contributors for this release, including 5 first-time contributors! ๐
Special shoutout to:
emmanuel-ferdman, CompiledAtBirth, tvwenger, matthewfeickert, and manuel-morales-a ๐
Let us know what you think of the new version!
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3 Dec 2024
We are launching an SBI Discord Server! ๐
We want to use this server to further build a community around SBI, i.e., for sharing insights, questions and events around SBI in general and the sbi package in particular.
You are all invited to join! ๐ค github.com/sbi-dev/sbi/discuโฆ
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27 Nov 2024
The sbi package is growing into a community project ๐ To reflect this and the algorithms, neural nets, and diagnostics that have been added since its initial release, we have written a new software paper. Reach out if you want to get involved: arxiv.org/abs/2411.17337
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27 Nov 2024
For all steps of the inference process, the sbi toolbox supports strong defaults if needed, but also provides full flexibility if desired. For example, you can use a pre-configured training loop, or you can write it yourself.
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27 Nov 2024
As of today, 61 scientists and engineers have contributed to the sbi toolbox. We are extremely happy about this, and want to give a huge **thank you** to all contributors! Stay tuned for more info on events and updates! github.com/sbi-dev/sbi
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