Dieser Account spricht in Rätseln
@glms-b.bsky.social
@glms-b.bsky.social
July 18, 2026 at 7:42 AM
Dieser Account spricht in Rätseln
@glms-b.bsky.social
@glms-b.bsky.social
*Easter egg alert* NOT in the published paper. We also benchmarked Evo 2 and while it did better than other gLMs (consistent that scale can improve gLMs), it still falls short of a basic CNN trained using one-hot sequences and far short of supervised SOTA
Our work on "Evaluating the representational power of pre-trained DNA language models for regulatory genomics" led by @AmberZqt with help from @NiraliSomia & @stevenyuyy is finally published in Genome Biology! Check it out!
genomebiology.biomedcentral.com/articles/10....
genomebiology.biomedcentral.com/articles/10....
Evaluating the representational power of pre-trained DNA language models for regulatory genomics - Genome Biology
Background The emergence of genomic language models (gLMs) offers an unsupervised approach to learning a wide diversity of cis-regulatory patterns in the non-coding genome without requiring labels of ...
genomebiology.biomedcentral.com
July 16, 2025 at 12:16 PM
*Easter egg alert* NOT in the published paper. We also benchmarked Evo 2 and while it did better than other gLMs (consistent that scale can improve gLMs), it still falls short of a basic CNN trained using one-hot sequences and far short of supervised SOTA
Solutions for these basic causal inference problems are online, along with solutions for previous weeks: github.com/rmcelreath/s...
Course moves onwards to cross-validation, MCMC, and GLMs next
Course moves onwards to cross-validation, MCMC, and GLMs next
January 31, 2025 at 8:52 AM
Solutions for these basic causal inference problems are online, along with solutions for previous weeks: github.com/rmcelreath/s...
Course moves onwards to cross-validation, MCMC, and GLMs next
Course moves onwards to cross-validation, MCMC, and GLMs next
Postdoc opportunity with @tomasbruna.bsky.social here at @jgi.doe.gov @berkeleylab.lbl.gov:
Develop, benchmark, and apply Plant Genomic Language Models (gLMs) 🌿🧬💻
jobs.lbl.gov/jobs/computa...
#AI #PlantGenomics #gLMs #Postdoc
Develop, benchmark, and apply Plant Genomic Language Models (gLMs) 🌿🧬💻
jobs.lbl.gov/jobs/computa...
#AI #PlantGenomics #gLMs #Postdoc
August 21, 2025 at 12:05 AM
Postdoc opportunity with @tomasbruna.bsky.social here at @jgi.doe.gov @berkeleylab.lbl.gov:
Develop, benchmark, and apply Plant Genomic Language Models (gLMs) 🌿🧬💻
jobs.lbl.gov/jobs/computa...
#AI #PlantGenomics #gLMs #Postdoc
Develop, benchmark, and apply Plant Genomic Language Models (gLMs) 🌿🧬💻
jobs.lbl.gov/jobs/computa...
#AI #PlantGenomics #gLMs #Postdoc
My expertise:
- Causal inference
- GLMs/statistical modeling
- Machine learning
- Optimization (QP, MILP)
- Teaching
- Statistical programming (#Rstats)
- Technical writing
- Large medical + educational datasets
- Data visualization
- Causal inference
- GLMs/statistical modeling
- Machine learning
- Optimization (QP, MILP)
- Teaching
- Statistical programming (#Rstats)
- Technical writing
- Large medical + educational datasets
- Data visualization
June 4, 2025 at 7:02 PM
My expertise:
- Causal inference
- GLMs/statistical modeling
- Machine learning
- Optimization (QP, MILP)
- Teaching
- Statistical programming (#Rstats)
- Technical writing
- Large medical + educational datasets
- Data visualization
- Causal inference
- GLMs/statistical modeling
- Machine learning
- Optimization (QP, MILP)
- Teaching
- Statistical programming (#Rstats)
- Technical writing
- Large medical + educational datasets
- Data visualization
I am now referring to the wish that all AI disappear as the AI rapture
Jesus gonna show up, take Claude, the GPTs, GLMs, etc, and subject humanity to a tribulation where no one can do linear regression or gradient descent.
(Yes grok stays)
Jesus gonna show up, take Claude, the GPTs, GLMs, etc, and subject humanity to a tribulation where no one can do linear regression or gradient descent.
(Yes grok stays)
April 12, 2026 at 1:03 AM
I am now referring to the wish that all AI disappear as the AI rapture
Jesus gonna show up, take Claude, the GPTs, GLMs, etc, and subject humanity to a tribulation where no one can do linear regression or gradient descent.
(Yes grok stays)
Jesus gonna show up, take Claude, the GPTs, GLMs, etc, and subject humanity to a tribulation where no one can do linear regression or gradient descent.
(Yes grok stays)
July 18, 2026 at 7:47 AM
@philippmusfeld.bsky.social , @joschadutli.bsky.social, @koberauer.bsky.social and I wrote up the result of three years of in lab discussions on setting priors in GLMs.
Hope some of you find the proposed workflow and our recommendations helpful!
#bayes #glm #brms #rstats
Hope some of you find the proposed workflow and our recommendations helpful!
#bayes #glm #brms #rstats
How to Set Priors for Hypothesis Testing in Generalized Linear Models: A Three-Step Workflow with an Application to Binomial Models: https://osf.io/q7byw
March 14, 2026 at 11:05 AM
@philippmusfeld.bsky.social , @joschadutli.bsky.social, @koberauer.bsky.social and I wrote up the result of three years of in lab discussions on setting priors in GLMs.
Hope some of you find the proposed workflow and our recommendations helpful!
#bayes #glm #brms #rstats
Hope some of you find the proposed workflow and our recommendations helpful!
#bayes #glm #brms #rstats
The virgin Claudepilled companies: please Daddio Amodei, give us more cyber
The Chad cyber terrorist: this baby can fit so many abliterated GLMs
The Chad cyber terrorist: this baby can fit so many abliterated GLMs
September 1, 2026 at 6:41 PM
The virgin Claudepilled companies: please Daddio Amodei, give us more cyber
The Chad cyber terrorist: this baby can fit so many abliterated GLMs
The Chad cyber terrorist: this baby can fit so many abliterated GLMs
#stats hot take: additivity and linearity are forms of regularization, and part of the reason OLS/GLMs are so effective is because they're basically very regularized models already
December 18, 2024 at 5:24 PM
#stats hot take: additivity and linearity are forms of regularization, and part of the reason OLS/GLMs are so effective is because they're basically very regularized models already
aspiring Futa..eh FuturistTechWife influencer
current topics:
- reverse-engineering household appliances to remove ads
- babysitting the agent swarm
- chasing away vermin with drones
- baking memory chips in the kitchen ASML fab
- bioluminescent gardening using gLMs
current topics:
- reverse-engineering household appliances to remove ads
- babysitting the agent swarm
- chasing away vermin with drones
- baking memory chips in the kitchen ASML fab
- bioluminescent gardening using gLMs
July 9, 2026 at 9:23 PM
aspiring Futa..eh FuturistTechWife influencer
current topics:
- reverse-engineering household appliances to remove ads
- babysitting the agent swarm
- chasing away vermin with drones
- baking memory chips in the kitchen ASML fab
- bioluminescent gardening using gLMs
current topics:
- reverse-engineering household appliances to remove ads
- babysitting the agent swarm
- chasing away vermin with drones
- baking memory chips in the kitchen ASML fab
- bioluminescent gardening using gLMs
🫳 Metastable folding of Bacillus subtilis glmS ribozyme modulates turnover by RNase J1:
www.sciencedirect.com/science/arti...
#subtiwiki
www.sciencedirect.com/science/arti...
#subtiwiki
Metastable folding of Bacillus subtilis glmS ribozyme modulates turnover by RNase J1
Rapid turnover of glmS mRNA in Bacillus subtilis by 5′-3’ exoribonuclease RNase J is essential for feedback regulation of glucosamine-6-phosphate (Glc…
www.sciencedirect.com
December 27, 2025 at 7:38 AM
🫳 Metastable folding of Bacillus subtilis glmS ribozyme modulates turnover by RNase J1:
www.sciencedirect.com/science/arti...
#subtiwiki
www.sciencedirect.com/science/arti...
#subtiwiki
took over glms piano keys leaderboard.
November 14, 2024 at 10:19 PM
took over glms piano keys leaderboard.
Closing the Generalised Linear Models in R course, with a look at powerful extensions of GLMs such as GAMs and GLMMs.
A big thank you to @vdveenb.bsky.social for delivering another outstanding edition of the GLMs in R course!
www.physalia-courses.org/courses-work...
A big thank you to @vdveenb.bsky.social for delivering another outstanding edition of the GLMs in R course!
www.physalia-courses.org/courses-work...
May 29, 2026 at 2:41 PM
Closing the Generalised Linear Models in R course, with a look at powerful extensions of GLMs such as GAMs and GLMMs.
A big thank you to @vdveenb.bsky.social for delivering another outstanding edition of the GLMs in R course!
www.physalia-courses.org/courses-work...
A big thank you to @vdveenb.bsky.social for delivering another outstanding edition of the GLMs in R course!
www.physalia-courses.org/courses-work...
I mean we understand it pretty deeply. This series of papers, for instance, gives more than you ever would want to know. Logistic regression (and other regular GLMs) work similarly. faculty.wharton.upenn.edu/wp-content/u...
May 9, 2026 at 7:25 PM
I mean we understand it pretty deeply. This series of papers, for instance, gives more than you ever would want to know. Logistic regression (and other regular GLMs) work similarly. faculty.wharton.upenn.edu/wp-content/u...
This whole "challenge yourself" stuff is overrated, I just wanna fit glms and write pdf reports in R for a couple months
November 17, 2023 at 4:41 AM
This whole "challenge yourself" stuff is overrated, I just wanna fit glms and write pdf reports in R for a couple months
Going to test out the power of new followers! Does anyone here (or do you know anyone who) teach statistics (specifically GLMs) to primarily ecology/evolution/bio students and would be willing to potentially review a book proposal?
November 12, 2024 at 11:22 AM
Going to test out the power of new followers! Does anyone here (or do you know anyone who) teach statistics (specifically GLMs) to primarily ecology/evolution/bio students and would be willing to potentially review a book proposal?
If you think GLMs are useful, boy howdy wait til you see what HMC on a gpu can do.
February 28, 2025 at 1:12 AM
If you think GLMs are useful, boy howdy wait til you see what HMC on a gpu can do.
First published paper from the depaqlab, led by the supernatural @ryguy.io! Glad to add a new software resource to the neuro community for fitting SSMs, including hierarchical models and switching GLMs, and many others! If you love Julia and SSMs, this is for you!
🚨🚨🚨NEW PAPER ALERT🚨🚨🚨
We present StateSpaceDynamics.jl, an open-source Julia package for fitting probabilistic state-space models (SSMs)—including non-conjugate models like Poisson LDS and switching variants (SLDS). Python has had existing packages that have given this functionality...
We present StateSpaceDynamics.jl, an open-source Julia package for fitting probabilistic state-space models (SSMs)—including non-conjugate models like Poisson LDS and switching variants (SLDS). Python has had existing packages that have given this functionality...
Just published in JOSS: 'StateSpaceDynamics.jl: A Julia package for probabilistic state space models (SSMs)' https://doi.org/10.21105/joss.08077
November 15, 2025 at 2:26 AM
First published paper from the depaqlab, led by the supernatural @ryguy.io! Glad to add a new software resource to the neuro community for fitting SSMs, including hierarchical models and switching GLMs, and many others! If you love Julia and SSMs, this is for you!
Generalized Linear Models (GLMs) in #Rstats 24-28 February 2025. 🧪
- Fit & interpret GLMs for Normal, binary, & count data
- Visualize & validate models for better insights & communication
- model selection & parameter estimation for real-world datasets
www.physalia-courses.org/courses-work...
- Fit & interpret GLMs for Normal, binary, & count data
- Visualize & validate models for better insights & communication
- model selection & parameter estimation for real-world datasets
www.physalia-courses.org/courses-work...
Generalised Linear Models in R
24-28 February 2025 To foster international participation, this course will be held online TOPIC: Generalized Linear Models as a unified framework for data analysis in R
www.physalia-courses.org
December 5, 2024 at 1:20 PM
Generalized Linear Models (GLMs) in #Rstats 24-28 February 2025. 🧪
- Fit & interpret GLMs for Normal, binary, & count data
- Visualize & validate models for better insights & communication
- model selection & parameter estimation for real-world datasets
www.physalia-courses.org/courses-work...
- Fit & interpret GLMs for Normal, binary, & count data
- Visualize & validate models for better insights & communication
- model selection & parameter estimation for real-world datasets
www.physalia-courses.org/courses-work...
ooooh this is something I should implement in fastglm. I've already implemented it for general GLMs and it's much faster than brglm2 and more stable: cran.r-project.org/web/packages...
Firth Bias-Reduced GLMs with ‘fastglm’
cran.r-project.org
September 18, 2026 at 2:38 AM
ooooh this is something I should implement in fastglm. I've already implemented it for general GLMs and it's much faster than brglm2 and more stable: cran.r-project.org/web/packages...
Seats still open for the GLMs in R course with @vdveenb.bsky.social l! Bert’s a top-notch instructor—dive deep into GLMs as a powerful, flexible framework for all kinds of data analysis. Don’t miss out!
www.physalia-courses.org/courses-work...
Please share with anyone who may be interested!
#GLMs
www.physalia-courses.org/courses-work...
Please share with anyone who may be interested!
#GLMs
February 9, 2026 at 3:18 PM
Seats still open for the GLMs in R course with @vdveenb.bsky.social l! Bert’s a top-notch instructor—dive deep into GLMs as a powerful, flexible framework for all kinds of data analysis. Don’t miss out!
www.physalia-courses.org/courses-work...
Please share with anyone who may be interested!
#GLMs
www.physalia-courses.org/courses-work...
Please share with anyone who may be interested!
#GLMs