vicki @junpenglao

Christmas came early this year--thanks [email protected] RavinKumar @junpenglao !

AI_ML PyDataCba Slides of @junpenglao talk colab.research.google.com/drive/1oXN6D6O…
Follow me, I'll share the slides of the tutorials/talks that I'll watch

Bayesian Modeling and Computation in Python by [email protected], RavinKumar, and @junpenglao is now available online: bayesiancomputationbook.com

@junpenglao twitter.com/bencodezen/sta…

My personal pre Christmas present just arrived #bayesian #modeling and computation in #python - already really looking forward to it. Many thanks [email protected] RavinKumar and @junpenglao and @pymc_devspre-Christmas

I have the best bf .. ähh Christkind 😍🥳
Thanks [email protected] RavinKumar @junpenglao

#allaboutthatbayes

@junpenglao Fair enough. I believe it's not **exactly** the same thing. My mind is totally blown though, at the extent of overlap here.

Rapidly falling in love with simulation based inference😍
Sharing some really great new resources from recent times:

1 - Awesome book chapter on Approximate Bayesian Computation (ABC) from RavinKumar [email protected] @junpenglao with PyMC Developers https://bayes.club/@pymc code: bayesiancomputationbook.com/notebooks/chp_…

I feel honoured to share my journey in learning Bayesian statistics at PyMCon2020 alongside people who have been my sources of inspiration like Thomas Wiecki 🐘 @[email protected] 👋 Aruna Fonnesbeck @junpenglao among others. Go check their amazing talks on the link below!

discourse.pymc.io/c/pymcon/2020t…

@junpenglao lots! docs.python.org/3.11/whatsnew/…

@junpenglao Here's an open source version but you would have to set it up on a server: saleor.io/open-source/

@junpenglao REGEL: #RegEx Generation from Examples and Language github.com/utopia-group/r…

@junpenglao SoftRegEx: Generating #RegEx from Natural Language Descriptions using Softened RegEx Equivalence github.com/jacger2/softre…

BMCP is being translated into Chinese! We (RavinKumar, @junpenglao and I) are really happy that the book will be accessible to more people bayesiancomputationbook.com/welcome.html

@junpenglao In the context of Bayesian networks, it is 'evidence retraction'. link.springer.com/article/10.100…

RavinKumar [email protected] @junpenglao is this a sufficient response?

@junpenglao Actually... today was pretty clean! #haskell #AdventOfCode

@junpenglao For SMC with adaptive tempering you might defer to diagnostics for your choice of Markov kernel. For overall performance, variance in normalizing constant estimate can provide a good indication, see e.g. arxiv.org/abs/1509.00394 arxiv.org/abs/1210.1871

@junpenglao I just want to be very clear here. There is no `mldivide` in #JuliaLang . There is only `\`.

Other than being a arithmetic operator symbol, it is defined like a normal function.

github.com/JuliaLang/juli…