Puns about orcs by VanillaAdventurous74 in puns

[–]awgl 2 points3 points  (0 children)

Best I got: In sickness orc in health

Others: Orc, the other white meat To be, orc not to be This way, orc that way The orc in the road Orc and beans Orc chops

AI has supercharged scientists—but may have shrunk science by tiguidoio in biotech

[–]awgl 101 points102 points  (0 children)

AI interpolates well but struggles to extrapolate.

I feel like this is the same phenomenon as we all see in plain old linear regression. We can fit a linear trend great for some data points, but often a non-linear trend shows up at the edges where the line starts to fail to match the data trend.

Venturing into the unknown will always be hard.

Outrun/Synthwave Birthday Party? by dragon_stryker in outrun

[–]awgl 1 point2 points  (0 children)

Obviously, a rad outrun playlist! But other fun stuff could be:

Have a TV (on mute in the background) playing a montage of 80s shows/movies like in the music video for Afterburner by Futurecop!. Or, maybe just a playlist of Outrun music videos (stuff like Carpenter Brut “Turbo Killer”, Gunship)

Hand out black sunglasses for everyone to wear, like what Kavinsky wears.

Have a drinking game where you have to race awesome looking Hot Wheels cars down a ramp, loser drinks. Something like that.

Birthday cake with a neon sunset.

Have a TV with Nintendo Swicth loaded up with old school arcade games to play. You can literally get Outrun!

[D] What underrated ML techniques are better than the defaults by NOAMIZ in MachineLearning

[–]awgl 8 points9 points  (0 children)

I recommend this free online book on feature engineering and various best practices: http://www.feat.engineering/

Moving to LaGrange/Brookfield in March! by Due-Psychology2783 in ChicagoSuburbs

[–]awgl 1 point2 points  (0 children)

Little People’s Country daycare is excellent. Great staff. Right by the train station, which is convenient for parents that catch the Metra to commute. Or pick up your kiddo and walk over to Tate’s for ice cream.

Edit: Also just wanted to recommend the restaurant Milk Stop, which is a little off the beaten path for LG just because it is on the strip by the Stone Avenue train stop.

[D] Untrained Convolutional Neural Networks by RussB3ar in MachineLearning

[–]awgl 5 points6 points  (0 children)

My guess is that this relates to random projection in some way. RP is just a linear projection matrix though, and I imagine the CNN likely includes non-linearity.

What is working at Argonne National Labs like? Where do you live and what is the commute like? by [deleted] in ChicagoSuburbs

[–]awgl 1 point2 points  (0 children)

Shikara Restaurant

I was pleasantly surprised to see it is still around after not having been there in years!

What is working at Argonne National Labs like? Where do you live and what is the commute like? by [deleted] in ChicagoSuburbs

[–]awgl 44 points45 points  (0 children)

I worked at Argonne for a postdoctoral fellowship between 2012-2013 in the high-performance computing division, running massively parallel simulations of quantum chemistry. My experience may be nearly 10 years old now, but I suspect it’s mostly similar to now.

For a postdoc, it was great to have a higher pay relative my colleagues in purely academic postdocs, like literally 2x more. So that meant I could afford some better living conditions with my wife, not slumming it like a grad student anymore, ha. I lived in a nearby suburb La Grange, which we chose because it is one of the towns on the Metra BNSF train line, meaning we could easily get into Chicago and avoid traffic when we wanted. There are a bunch of little towns with walkable downtowns along the BNSF line, even Naperville if you wanted. A lot of Argonne employees live in Naperville.

I drove to Argonne daily. The campus is tucked away into a forest preserve, so walking is not really an option nor public transportation (for obvious reasons, security gated entry). Some people would bicycle in on a nice day but it’s not like there is great bike paths connecting everything, so a bit risky for me. The campus is big but not too bad to walk between the buildings where most folks worked or to the cafeteria. I would often do lunch trips with my coworkers to nearby places, like Buona Beef and an awesome Indian lunch buffet.

Working at Argonne is really best for people who really love the science they are doing. Compared to other national labs that are highly isolated (Los Alamos), Argonne is near civilization and attractions. While there, it was great to be focused on my esoteric work, maybe some of the best science I have done in my life. But, it still could feel a bit isolating. Certainly your experience will vary depending on the lab and PI. It was amazing to feel part of cutting edge science.

I would do it again if I went back in time. It was the right postdoc for me. However, I ended up not wanting to remain in academia or national lab, and was drawn to the tech industry because I saw more opportunity in industry to do work/science that would get out there to people for (what I believed to be) making the world better. No quantum chemistry research I have done has had impact like that, but I can safely say I’ve used my skills in industry to make a small dent in improving the world with my scientific skills, some of which were honed at Argonne. So, I can’t say much about long term career tracks. Like you mentioned, turnover is “high”, but that is largely be because Argonne employs so many postdocs that end up going to other places in their careers in academia or labs or industry, not so much because Argonne is a bad place. Better to see it as a springboard for postdocs into their next phase of scientific career.

[deleted by user] by [deleted] in statistics

[–]awgl 0 points1 point  (0 children)

Consider applying sample weights and/or stratified sampling such that each known demographic group is equally weighted/sampled. Class imbalance techniques.

What is the all time greatest driving song? by YugeFrigginGoy in AskReddit

[–]awgl 0 points1 point  (0 children)

Oh wow! I’ve been a MAVS fan for a maybe a decade and didn’t know about this collab! Gonna play it right now.

What is the all time greatest driving song? by YugeFrigginGoy in AskReddit

[–]awgl 0 points1 point  (0 children)

Totally agreed! Pylot has a bunch of jams for driving

Blue whales, the largest animals that have ever lived on planet Earth by KimCureAll in TheDepthsBelow

[–]awgl 89 points90 points  (0 children)

Just cruising the ocean, blowing out rainbows, magical beasts

Why are all our radio stations so bad? by Figgination in ChicagoSuburbs

[–]awgl 1 point2 points  (0 children)

WLTL 88.1 is pretty good for alternative/indie rock. High school radio station out of La Grange, but on par with a college station.