Joined March 2017
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- Followers 5,170
- Likes 520
195 Photos and videos
๐ Big news for Mac users!
PyTensor now supports the MLX backend - bringing Apple Silicon (M1/M2/M3...) hardware acceleration to PyMC. โก
Try it out by setting mode="MLX" and share your feedback!
Huge thanks to all contributors! ๐
#PyMC #PyTensor #MLX #AppleSilicon
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๐ข PyMC Office Hours - You're Invited!
Got questions about Bayesian modeling or PyMC? Join us for an open chat with Jesse & Christian - bring your projects, ideas, or just curiosity!
๐
Oct 20, 2025 โ 8 PM NYC | 7 PM Chicago
๐ Zoom (RSVP ๐meetup.com/pymc-online-meetuโฆ)
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State-space modeling in PyMC just leveled up! ๐
We've released Dynamic Factor Models in pymc-extras v0.5.0, achieving 1:1 feature parity with statsmodels.
A massive contribution from GSoC 2025 student Andre Cate.
Get started with the notebook: github.com/pymc-devs/pymc-exโฆ
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๐ New in PyMC (dev): pymc.dims - build PyMC models with named dimensions
- Auto alignment & broadcasting by named dims
- Fewer reshapes, transposes & hacks
- Use softmax(dim="item") instead of axis=-1
Read more: pymc.io/projects/docs/en/staโฆ
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PyMC 5.21.0 is here with support for NumPy 2.x & Python 3.13. If you held off on upgrades, you're clear to go! ๐
Details ๐ github.com/pymc-devs/pymc/reโฆ
Big thanks to everyone who made the migration smooth!
#pymc #numpy #python #opensource
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Excited to welcome Open Wound Research as a sponsor of @pymc_devs! ๐
They're advancing wound care research with open science, open-source tools, and Bayesian modeling โ powered by PyMC
Learn more about them:openwoundresearch.com
Follow their journey:linkedin.com/company/open-woโฆ
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๐ Join us for the PyMC Code Sprint at #PyDataLondon
๐๏ธ June 7 | ๐ฅ 10:20โ12:35
๐ cfp.pydata.org/london2025/taโฆ
Contribute to #PyMCโfix bugs, write docs, build examplesโand learn directly from core devs.
No prior experience neededโjust your laptop and curiosity!
See you there!
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๐๏ธ PyMC Office Hours โ May 14!
Come chat about Bayesian modeling, PyMC, or just hang with the community. Whether you're a beginner or an expert, all are welcome!
๐๏ธ Wed, May 14 | ๐UTC 13:00 | NY 9am | LDN 2pm
๐ Zoom (RSVP for link): meetup.com/pymc-online-meetuโฆ
#PyMC #OfficeHours
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PyMC is in Google Summer of Code 2025!
We're excited to be part of #GSoC2025 under @NumFOCUS! If you're passionate about #Bayesian stats & #OpenSource, this is your chance to contribute to #PyMC!
๐
Deadline: April 8, 18:00 UTC
๐ Apply now: pymc.io/blog/blog_gsoc_2025_โฆ
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๐ขPyMC Office Hours!
Got questions about #bayesian stats, #modeling tips, or just want to chat? Join us on Monday, Jan 27th, for a relaxed session with the PyMC community! Everyone's welcome. ๐ค
Link: meetup.com/pymc-online-meetuโฆ
๐
Date: Jan 27, 2025 | 15:00 UTC
๐ Duration: 1 hour
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๐ Hey Open Source Enthusiasts!
Join us for the PyMC Sprint at @PyData NYC 2024! We are excited to be mentoring this sprint and canโt wait to support you in making contributions to PyMC!
๐ Event Details: meetup.com/pymc-online-meetuโฆ
Let's collaborate & learn with @NumFOCUS @PyData
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PyMC Developers https://bayes.club/@pymc retweeted
1 Nov 2024
I've been wanting to blog for a while. Today I finished this post about data simulation and parameter recovery with PyMC. It covers the do and observe operators, as well as the classic coords, dims, etc.
tomicapretto.com/posts/2024-โฆ
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Hanging out at the PyMC office hour right now! Drop in if youโve got questions or just want to chat about Bayesian stuff.
numfocus-org.zoom.us/j/86159โฆ
#PyMC #OfficeHours #ChillChat
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๐ข 1 day to go! Tomorrow, weโll be hosting another exciting round of office hours where you can bring all your questions about PyMC. Whether you're troubleshooting a problem, curious about Bayesian stats, or just want to hang out and chat, we're here for you.
See you tomorrow!๐ค
Hi PyMC community ๐
We are holding office hours next week. The office hours are open to everyone, and anyone should feel welcome to attend.
๐
๐๐๐ญ๐: Wednesday, 16th Oct, 2024
โฐ ๐๐ข๐ฆ๐: 14 UTC / 7 am PT / 10 am ET
๐ RSVP: meetup.com/pymc-online-meetuโฆ
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Hi PyMC community ๐
We are holding office hours next week. The office hours are open to everyone, and anyone should feel welcome to attend.
๐
๐๐๐ญ๐: Wednesday, 16th Oct, 2024
โฐ ๐๐ข๐ฆ๐: 14 UTC / 7 am PT / 10 am ET
๐ RSVP: meetup.com/pymc-online-meetuโฆ
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๐ฅPyMC 5.13.0 is here!๐ฅ
- Trace too big? Use var_names to only store those you actually need. Need them later on? Use compute_deterministics()
- Truncate custom distributions with CustomDist for flexible modeling
โก Python 3.10 support, and more: github.com/pymc-devs/pymc/reโฆ
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๐ PyMC 5.10.4 has been officially landed on Colab!
This latest version brings seamless integration of the numpyro sampler. Now, you can run blackjax and numpyro smoothly.
Explore all the features and enhancements; check it out now on Colab: colab.research.google.com/ #PyMC
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PyMC is participating in Google Summer of Code 2024 under the @NumFOCUS umbrella!
Check out the projects here: github.com/pymc-devs/pymc/wiโฆ
If you are interested in working on one of these projects, get in touch! @GoogleOSS #gsoc #bayesian
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Check out this awesome playlist by @DataUmbrella to start your contribution journey to PyMC.
youtube.com/playlist?list=PLโฆ
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Hi PyMC community ๐
We are holding office hours to provide an outlet for asking questions, getting help, discussing, etc. Office hours are open to everyone, and anyone should feel welcome to attend.
๐
Sunday, 10th March
โฐ 19 UTC/ 2 pm ET
๐Zoom link: meetup.com/pymc-online-meetuโฆ
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