Eshin Jolly @Eshjolly Twitter profile | Pikagi

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Eshin Jolly

@Eshjolly

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997

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Incoming Asst Prof @UCSDPsychology | Postdoc @cosanlab & @FINNLab_neuro @InteractingMind Dartmouth College | @eshjolly .bsky.social

https://t.co/pXC5J3A5TB

Joined March 2013

Don't wanna be here? Send us removal request.

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@Eshjolly

Eshin Jolly

5 months

Some very exciting news... after many, many, winter beards, I'm overjoyed to be joining sunny @UCSDPsychology as an Asst Prof in Jan 2025! Looking to recruit folks interested in doing some fun science, while building some cool (and useful) toys! Details:

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I'm joining @UCSDPsychology as an Assistant Professor in Jan 2025! I'll be starting a lab group and hiring, checkout for more details.

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@Eshjolly

Eshin Jolly

6 years

Ever wonder how diff analysis strategies for repeated-measures data compare (e.g multi-level models, cluster-robust errors, two-stage-least-squares)? I wrote a thing! A lot of this was to build some intuitions for myself, but hopefully others enjoy it too:

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@Eshjolly

Eshin Jolly

3 years

1/3 A bit late, but proud to share my work on the social value+function of gossip is out in Current Bio . This is the first serious project that @lukejchang and I did together when I joined his lab and it's been a tough one to get published making…

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@Eshjolly

Eshin Jolly

5 years

It's been a long, frigid journey, but the paperwork and signatures are in...I've officially completed my evolution from bleary-eyed eskimo to doctor of cognitive neuroscience with stops along the way to collect a variety of beards. Thanks all for the love+support over the years.

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@Eshjolly

Eshin Jolly

6 years

After an awesome review experience w/ great feedback, happy to see my first solo Python project has been accepted at @JOSS_TheOJ . Hoping it's helpful to scientific Python folks craving some native-feeling lme4 mixed-modeling (plus other goodies!)

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@Eshjolly

Eshin Jolly

1 year

Thrilled to finally share a preprint of some of the work I recently presented at @SANS_news and discussed previously in my @InnovatorsTalk ( @jeremyRmanning was so excited he beat me to the punch!)

People are represented and remembered through their relationships with others

Our memories of episodic experiences are represented and organized by contexts. Events that share overlapping contextual features such as spatio-temporal proximity are more likely to be organized...

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@Eshjolly

Eshin Jolly

2 years

This is a cool thing that happened. Thanks much to the amazing @mckinneykelsey , @alexlaughs , and @NormalGossip !

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S3 Ep7: The Science Behind Gossip with Eshin Jolly

Normal Gossip · Episode

open.spotify.com

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@Eshjolly

Eshin Jolly

3 years

3/3 So I wanted to take the opportunity to share a bit about the journey rather than the science. If that sounds at all interesting to you, I've written that up as post here:

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Sometimes a project can be an unexpected but delightful journey

The project taketh, but the project also giveth.

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@Eshjolly

Eshin Jolly

6 years

With all the challenges and stochasticity that make “succeeding” in academia feel impossibly difficult, it can be really fun, intellectually stimulating, (and rewarding) to try on some other hats every once in a while esp. Good pill for that imposter syndrome.

@jcheong0428

Jin Hyun Cheong

6 years

Team of psychology graduate students was unanimously declared first place by judges from @Google and @McKinsey for the Dartmouth Consulting Case Competition. Good reminder of how communication and analytical skills taught in academia can be useful in solving real world problems!

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@Eshjolly

Eshin Jolly

7 years

My new (first) #preprint with @lukejchang : The Flatland Fallacy: Moving Beyond Low Dimensional Thinking @PsyArXiv

The Flatland Fallacy: Moving Beyond Low Dimensional Thinking

Psychology is a complicated science. It has no general axioms or mathematical proofs, is rarely directly observable, and has the privilege of being the only discipline in which the content under...

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@Eshjolly

Eshin Jolly

6 years

Excited our preprint is finally out! Massive effort combining naturalistic paradigm with fMRI, behavioral, and facial expression data. And a few open source toolboxes to boot :)

@lukejchang

Luke Chang

6 years

Across 4 studies, we show that endogenous variation in ventromedial prefrontal cortex state dynamics during naturalistic viewing reflects affective experience. @jeremyRmanning @Eshjolly @jcheong0428 @kristinarapuano @elvandy1515

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@Eshjolly

Eshin Jolly

4 years

Bit of happy news: my talk on thoughtful design abstraction about @cosanlab 's nltools library and a digital poster for pymer4 were accepted to my first ever submission to #Scipy2020 @SciPyConf . Going virtual (pre-recorded talk) = I get to embarrass myself with permanence.

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@Eshjolly

Eshin Jolly

4 years

Been attending my first #SciPy2020 this week. Such a warm, fun, welcoming, helpful community. In case it's of interest, here's my talk discussing software design abstraction from a more psych+learning perspective, guiding our dev decisions at @cosanlab

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@Eshjolly

Eshin Jolly

3 years

Absolute honor and totally trippy to hear my voice on the same programming (Vermont Public Radio @vprnet ) that I myself have been waking up and listening to since I moved to the area nearly a decade ago 😅. Thanks so much to the wonderful @mwertlieb !

@mwertlieb

Mitch Wertlieb

3 years

pssst...you didn't hear it from me, but gossip can potentially be a force for good. @Eshjolly did the research @dartmouth & dishes the juicy details:

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@Eshjolly

Eshin Jolly

5 years

Been looking forward to this for a while! I highly recommend fellow psych researchers check this out, especially if you use MTurk/crowdsourced data collection. It's a serious reminder that crowd-workers are HUMANS, not cheap data points, and they deserve to be respected as such.

@ssuri

Siddharth (Sid) Suri

5 years

Ghost Work (w/ @marylgray ) is out today! “A startling exposé of the invisible human workforce that powers the web - and how to bring it out of the shadows.”

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@Eshjolly

Eshin Jolly

7 years

My nearly all Python lifestyle means I can never remember how to R. But I still need some lme4 glmm goodness, so I wrote this get my fill (plus some extras) in the pydata ecosystem. Hope it's useful for some. Bug finds + suggestions welcome! #LanguageWars

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@Eshjolly

Eshin Jolly

5 years

(1/12) Some new work to share from @cosanlab in which we examine the efficacy of custom headcases for reducing head motion in "naturalistic" fMRI experiments. Big shoutout to @sadhukhas without whom this would never have gotten done:

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Custom-molded headcases have limited efficacy in reducing head motion for fMRI

Effectively minimizing head motion continues to be a challenge for the collection of functional magnetic resonance imaging (fMRI) data. The development of individual-specific custom molded headcases...

www.biorxiv.org

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@Eshjolly

Eshin Jolly

5 years

Excited to announce a new pymer4 release! Tons of bug fixes+hopefully easier installs, shiny new docs with tutorial notebooks, two-stage regression models, bootstrapping+permuting arbitrary functions, model i/o compatible with R's readRDS and more:

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@Eshjolly

Eshin Jolly

4 years

Happy share our work is now out in NeuroImage!

@Eshjolly

Eshin Jolly

5 years

(1/12) Some new work to share from @cosanlab in which we examine the efficacy of custom headcases for reducing head motion in "naturalistic" fMRI experiments. Big shoutout to @sadhukhas without whom this would never have gotten done:

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@Eshjolly

Eshin Jolly

6 years

Excited to share a project I've been working on with @jcheong0428 @DALI_Lab @MagnusonCenter , using ML to track real-time wait at our local @dartmouth cafe. Mobile app will have historic trends, forecasts, and crowdsourced inventory tracking. Our blog post:

@LineAtKAF

line@KAF

6 years

Hey @Dartmouth students! Hate being surprised by the long lines at KAF? Want to know the best times to get your caffein fix? Check out to know the line before you go! Mobile app coming soon! @thedartmouth @DartmouthLib @DALI_Lab @cosanlab @DartmouthGRAD

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@Eshjolly

Eshin Jolly

1 year

Pymer4 0.8.1 now has support for arm-based macs (m1, m2, etc) and Python versions up to 3.11! Sorry for the delay on this folks 😅

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@Eshjolly

Eshin Jolly

5 months

I can't overstate the incredible support from my post-doc mentors @lukejchang & @esfinn and my faculty mentors @ThaliaWheatley & @jeremyRmanning . It's not possible to do justice to the full journey + all the people in a thread, so look out for a longer post later this year 🥲.

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@Eshjolly

Eshin Jolly

6 years

In academia, I often wonder if anything we do has **real measurable** societal impact. I'm lucky to know these women right here that took matters into their own hands and answered that question with a resounding **fuck yes**.

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@Eshjolly

Eshin Jolly

3 years

2/3 …the rounds for ~5 years at a bunch of journals. While it certainly feels good to have one's work "out there," this project in particular has a had so many unexpected effects on my personal journey in research and my thinking more broadly.

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@Eshjolly

Eshin Jolly

2 years

Bard: "You're an outdated RNN" ChatGPT: "No, you're an outdated RNN!" Bard: "No you!" ChatGPT: "No! You!" ....

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@Eshjolly

Eshin Jolly

6 years

@NivReggev @MatteoVdOC Wrote a python version of the Pitcher et al, 2011 localizer and made it available because he’s a stellar human:

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@Eshjolly

Eshin Jolly

6 years

This was an awesome experience. Big believer that committing to a short time window of focused project collab and learning from others is the fastest, most fun way to level up your skills and maybe more importantly, your confidence. Come to learn, leave hungrier to learn more.

@neurohackademy

Neurohackademy

@neurohackademy

6 years

Applications to participate in NeuroHackademy 2019 are now open here: . Application deadline is February 18th, 23:59 in the last time-zone on earth.

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@Eshjolly

Eshin Jolly

8 years

Dartmouth Brainhack kicking off! #bhg17

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@Eshjolly

Eshin Jolly

7 years

#OurFirstFork #MIND17

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@Eshjolly

Eshin Jolly

7 years

In grad school I've realized social psych vs behav econ is like talking about how much you trust your fam vs playing monopoly with them.

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@Eshjolly

Eshin Jolly

8 years

Guys I think I finally figured out grad-school thanks to @ncasenmare

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@Eshjolly

Eshin Jolly

7 years

This is the best explanation and comparison of common clustered/repeated-measures/longitudinal modeling techniques I've ever seen:

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@Eshjolly

Eshin Jolly

1 year

Using a naturalistic (movie-watching) approach, we consistently find that people spontaneously represent and remember other people as a function of their social relationships, rather than person-specific features like traits.

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@Eshjolly

Eshin Jolly

7 years

#OurLastMerge #MIND17

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@Eshjolly

Eshin Jolly

6 years

@zakijam To be honest, navigating “business formal” attire was the most stressful part of the experience.

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@Eshjolly

Eshin Jolly

7 years

I was lucky to be part of the 2017 cohort of students. Super awesome experience, really encourage people to apply!

@socneuroecon

SocNeuroEcon School

7 years

2018 Summer School in Social Neuroscience & Neuroeconomics applications open! @GregoryRSL @zakijam @mollycrockett

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@Eshjolly

Eshin Jolly

7 years

The best thing about labor day as a grad-student is free parking in the staff lot.

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@Eshjolly

Eshin Jolly

8 years

I wish my frontal lobes worked this well irl. Printed using (thanks @danjonpeterson !)

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@Eshjolly

Eshin Jolly

6 years

Another fantastic explorable by @ncasenmare . Play around to really build an intuition for how ideas spread between people and how small world networks can strike the optimal balance between insular tribalism and collective madness.

@ncasenmare

Nicky Case · 🐘 mas.to/@ncase

6 years

NEW GAME! Why do groups of people act smart, dumb, kind, cruel? An interactive guide to networks & humans: THE WISDOM and/or MADNESS of CROWDS 😐 😐

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@Eshjolly

Eshin Jolly

5 years

@esfinn @dartmouth Might be worth adding to the new Psych Grad School wiki here:

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@Eshjolly

Eshin Jolly

1 year

Excited for folks to check out the preprint! I think our findings complement many recent papers studying how people acquire and use relationship information and social cognitive maps with task-paradigms by folks like @psychNerdJae , @SeongminAPark , and @parkinsoncm among others!

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@Eshjolly

Eshin Jolly

5 years

Woah this is awesome thanks much @shotgunosine ! I have a ton of updates, code refactors, issue resolves, and installation eases (some visible in dev branch) planned for late fall after I defend my dissertation 🙃. Happy to take suggestions+contributions about improvements, etc!

@shotgunosine

Dylan Nielson

5 years

I hacked together a sklearn wrapper for @Eshjolly 's pymer4 wrapping of lme4 in a few hours then spent a day or so getting it close to inline with the sklearn-contrib guide. Check it out if you need mixed effects models in an sklearn pipeline:

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@Eshjolly

Eshin Jolly

4 years

Highly recommend psych/neuro folks try to engage with communities like @SciPyConf if you get the chance. Lots of amazing work and opportunities to contribute and give back to a lot of the (free and open) tooling we heavily rely upon.

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@Eshjolly

Eshin Jolly

4 years

@kristinarapuano @dartmouth ✊🏽

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@Eshjolly

Eshin Jolly

4 years

Awesome human. Hire her. That’s all.

@YaleABCD

Adolescent Brain Cognitive Development Study @Yale

4 years

@fablab @kristinarapuano is a postdoc in the FAB lab studying neurobiological vulnerabilities to health risk behaviors—such as obesity and substance use. Kristina is both on the job market as well as the dog market. Hire her, or at least let her pet your dog. 🧠👩🏼‍💻🐶

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@Eshjolly

Eshin Jolly

4 years

@robchavez @benjaminwnelson @ShawnRhoads56 1) Def do it! 2) @jeremyRmanning taught a "Storytelling with Data" undergrad class that looks like a kind of intro to data science with some awesome materials here. Maybe he has some additional suggestions?

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@Eshjolly

Eshin Jolly

6 years

Can't recommed the review process at @JOSS_TheOJ enough!

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@Eshjolly

Eshin Jolly

7 years

Open source head-mounted camera spec and python tools for processing facial videos from our lab!

@jcheong0428

Jin Hyun Cheong

7 years

First preprint experience for our head-mounted cameras and FaceSync toolbox with @cosanlab

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@Eshjolly

Eshin Jolly

4 years

Hi friends, if you/anyone you know has benefitted from using my pymer4 package I'd love to solicit some contributions to help maintain it. Between various cross-lang dependency updates it's become really tricky for me alone. Please see and RT if you can!

Package maintenance · Issue #61 · ejolly/pymer4

Looking towards the future Please contribute if you can! Developing and maintaining this package and so far been primarily performed by myself. I've had some helpful contributions from various ...

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@Eshjolly

Eshin Jolly

7 years

@robchavez I hope this offer stands at other conferences as well.

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@Eshjolly

Eshin Jolly

5 years

@claregrall Yessss congrats! I'm just gonna assume that Tom Nook was one of your external committee members.

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@Eshjolly

Eshin Jolly

4 years

A few other speakers made related points such as the amazing keynote by @DrAnneCarpenter

@dillonniederhut

Dillon Niederhut PhD

@dillonniederhut

4 years

Three rules for building good software: 1. build on existing tools wherever you can 2. the development team should be the first users 3. iterate until onboarding new users is painless @DrAnneCarpenter at #SciPy2020

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@Eshjolly

Eshin Jolly

1 year

We tested this using a variety of different memory tasks and analyses including open-ended recalls inspired by folks like @kanileke and @HassonLab

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@Eshjolly

Eshin Jolly

7 years

"...it is classical economics-the *theoretical* subfield-that has been the dominant influence on U.S. public policy for a century or more...basing policy on classical economic theory is like basing a contract on philosophy." Yael Niv + Alison Adcock FTW

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@Eshjolly

Eshin Jolly

6 years

Better late than never. Thanks Santa.

@nytimes

The New York Times

6 years

Breaking News: Elizabeth Warren is entering the 2020 presidential campaign, the first top Democrat in what is likely to be a wide-open primary race

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@Eshjolly

Eshin Jolly

4 years

As well as the great talk by @sbenthall on Software Engineering as Research Method:

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Align Incentives Across Cases for Domain Specific Scientific Software...

Domain specific scientific computing raises a problem for software engineering. When is a model scientific content–a substantive research theory or claim–and...

www.youtube.com

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@Eshjolly

Eshin Jolly

8 years

Sleep the original LASSO..when you wake up most of your past decisions don't really matter.

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@Eshjolly

Eshin Jolly

6 years

@jcheong0428 Presenting cutting edge approaches to understanding shared experiences.

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@Eshjolly

Eshin Jolly

5 months

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@sama

Sam Altman

5 months

her

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@Eshjolly

Eshin Jolly

3 years

@PauloBoggio @ThaliaWheatley @utafrith @cdfrith Thank you both! @PauloBoggio I'm always craving a good feijoada :)

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@Eshjolly

Eshin Jolly

7 years

@samnastase When our teeth and finances finally erode away, at least we'll be shielded from the embarrassment of reading our own work for lack of access

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@Eshjolly

Eshin Jolly

5 years

@samnastase Thats the best. Lesser known helpers for this: conda list --revisions conda install --revision [revision number]

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@Eshjolly

Eshin Jolly

4 years

@DrDamienFair @ndosenbach @cosanlab @sadhukhas While the mean differences early on (< 5m) appear the favor headcases, we didn't find this difference to be reliable (shaded region = 95% bootstrapped CIs) (Fig S6)

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@Eshjolly

Eshin Jolly

7 years

Real nice visual explanation of node/JS event loop + some gotchas. Great for researchers diving into web development for experimental design.

@jaffathecake

Jake Archibald

7 years

🎥 How the event loop works. ➡️ How stuff gets from other threads into JS. ➡️ Why infinite loops block rendering. ➡️ Why setTimeout loops don't. ➡️ rAF vs setTimeout. ➡️ Is rAF before or after paint? ➡️ When microtasks happen.

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@Eshjolly

Eshin Jolly

5 years

@jowylie2 Hope you feel better soon! Fallout 4 might be some fun dystopian skills training 🙃

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@Eshjolly

Eshin Jolly

5 years

@EikoFried It’s possible for this to occur if you don’t “freeze” the value of regularization hyperparam to what was estimated with original data, ie every bootstrap should use same regularization if ci’s are used to draw inferences about regularized model params. Not sure if that’s helpful!

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@Eshjolly

Eshin Jolly

5 years

@rxxqx This is a solid reference: but doesn't have minimum recommendations if memory serves. Other things to consider are the ratio between N of samples and N of features (how "wide/tall" is your data) and how to cross-validate (eg leave-one-out, k-fold...).

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@Eshjolly

Eshin Jolly

6 years

@DanielaJPalombo Have had some pretty good luck with Google's speech-to-text API, but some recordings definitely require manual editing:

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@Eshjolly

Eshin Jolly

7 years

@jeremyRmanning @jakevdp Book is great intro to scientific python. Plus all lessons are jupyter notebooks:

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@Eshjolly

Eshin Jolly

5 years

@Leesplez Always like this paper that suggests there isn’t much of a diff between methods but what matters more is if they’re applied to a model fit via REML (yay) or ML (uh oh):

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@Eshjolly

Eshin Jolly

7 years

@dr_rick_adams @m_wall @neurognosis @umboose Sly and the Family-wise error

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@Eshjolly

Eshin Jolly

7 years

Heading to #aps17bos

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@Eshjolly

Eshin Jolly

3 years

@GaelVaroquaux @russpoldrack @DemidenkoMI I’m assuming @russpoldrack was referring to this:

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@Eshjolly

Eshin Jolly

7 years

@talyarkoni @psforscher @StuartJRitchie Aren't they not *completely ignoring school variance* due the use of robust SEs? I've gotten the impression that it's common in some disciplines to favor OLS + robust SEs vs mixed models, when making pop level inferences and w/ adequately sampled data, result is often similar.

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@Eshjolly

Eshin Jolly

1 year

Even minimal free-recalls of character's names reflect the structure of learned social relationships

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@Eshjolly

Eshin Jolly

4 years

I really love this. For me it connects naturally with asymmetry of risk as discussed by folks like @nntaleb in #skininthegame . Our scientific theories/models can be valuable, but when taken out of the lab always worth asking who bears the brunt of the consequences if we're wrong?

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@Eshjolly

Eshin Jolly

5 years

@talyarkoni If you like Vue checkout Svelte. Just came across it recently. Highly similar but ingeniously “compiles” to vanilla js dramatically dec memory footprint, no depends and inc speed. Plus you have to do basically nothing to get benefits:

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@Eshjolly

Eshin Jolly

7 years

@MatteoVdOC Write python packages that nobody will ever use, aka wrestle with sphinx.

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@Eshjolly

Eshin Jolly

6 years

@Mark_A_Thornton @dartmouth

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@Eshjolly

Eshin Jolly

6 years

@criticalneuro Also for any packages I work on I always use the pip install -e flag for dev mode so package code is auto updated (technically symlinked) on every save of source files. Makes side by side packaging testing and developing a breeze.

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@Eshjolly

Eshin Jolly

4 years

@Mark_A_Thornton @sbrietz @kenam15 As staff, I haven’t gotten any such email or been asked to sign anything. I also don’t recall signing anything ever that asks me to trade my health for a pay check. Will update if that changes. Regardless, this some serious bs.

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@Eshjolly

Eshin Jolly

6 years

@danjlurie @cMadan @JohnBorghi @JOSS_TheOJ 😁

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@Eshjolly

Eshin Jolly

6 years

Erratum: Due to naming confusion on my part, two-stage-ls (a technique for instrumental variable estimation) is *not* what I mean here, but rather two-stage-regression/summary statistics approach. I've updated the post accordingly. Who said twitter comments can't be helpful?

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@Eshjolly

Eshin Jolly

10 years

First tweet and first dance with Twitter data: I made some pretty pictures yesterday for #InternationalWomensDay http://t.co/SB0tQdy5S4

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@Eshjolly

Eshin Jolly

8 years

Toward a solution-oriented social science: Great piece by @duncanjwatts

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@Eshjolly

Eshin Jolly

8 years

Welcome. To. America.

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@Eshjolly

Eshin Jolly

7 years

"Causing people to be suspicious of those who report sexual assault was not an accident it's part of how you think it's part of who you are"

@CantlonLab

Jessica Cantlon

7 years

President Seligman said our 11 witnesses might all be liars, like in the Rolling Stone case.

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@Eshjolly

Eshin Jolly

3 years

@o_guest @ShawnRhoads56 @andrea_e_martin @lukejchang This looks awesome!

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@Eshjolly

Eshin Jolly

9 years

#FeelTheBern @BernieSanders

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@Eshjolly

Eshin Jolly

6 years

@elvandy1515 A novel approach to establish construct validity via predictive brain models applied to a wide variety of task domains made possible through open and shared data sets. Plus a new tool for folks to try this approach themselves: #dataparasite

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@Eshjolly

Eshin Jolly

3 years

@harrison_ritz @nathanieldaw @PrincetonNeuro congrats man!!

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@Eshjolly

Eshin Jolly

5 years

(4/12) Unlike Power et al who found headcases to be helpful, depending on the metric, we found headcases were similar in efficacy to foam pillows (Sherlock/grey) or foam pillows+medical tape (FNL/blue) (left column in the figure):

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@Eshjolly

Eshin Jolly

6 years

@C_Shamballa @DanielaJPalombo In general, it's highly dependent on how clearly people speak, with faster speech being transcribed more poorly. Most transcriptions we've done require editing a few words or a phrase here and there (not too bad).

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@Eshjolly

Eshin Jolly

4 years

@robchavez @benjaminwnelson @ShawnRhoads56 's post covers most of what I'm familiar with, but came across this recently from @fishnets88 which is an awesome succinct resource for all kinds of common coding/computing/analysis tasks:

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@Eshjolly

Eshin Jolly

4 years

@jscofield24 Thanks! The latest version facilitates conda installs to iron-out a lot of issues users were having. Currently on pre-release, but stable is coming very very shortly!

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@Eshjolly

Eshin Jolly

6 years

@C_Shamballa @DanielaJPalombo There's also a way to get out confidence values from the api with alternative transcription possibilities to potentially making fixing the transcriptions easier. Haven't personally played with this option however.

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@Eshjolly

Eshin Jolly

5 years

@pepmaio @Hesketh_GD Thanks for moving the discussion to GH. See my reply there. Link for anyone else who finds this twitter question and has experienced this issue:

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@Eshjolly

Eshin Jolly

7 years

@akeshavan_ @vuejs @Firebase I <3 vue

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@Eshjolly

Eshin Jolly

6 years

@criticalneuro Atom for package development/maintenance, analysis scripts. Jupyter notebooks for interactive analyses. Remote script work through atom as well which has a nice plugin for that with benefit that any syntax checking/linting now works in remote files.

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@Eshjolly

Eshin Jolly

8 years

Best sign award #marchforscience

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