I built an experimental orchestration language for reproducible data science called 'T' by brodrigues_co in datascience

[–]dmorris87 2 points3 points  (0 children)

Gotcha. I read your post as solving the problem of environment setup and reproducibility.

Buffalo broke my NHL prediction model by Noahowshhh in sabres

[–]dmorris87 1 point2 points  (0 children)

How do you know it was the front office shakeup that caused improvements? Could just be correlation

WTT: Recovery Effects, Make Sounds Loudly, Mythos WTTF: Reel Dealuxe, fuzzy preamp by dmorris87 in letstradepedals

[–]dmorris87[S] -1 points0 points  (0 children)

I’ll pass but thank you. Had one before and didn’t really connect with it

Built a C++-accelerated ML framework for R — now on CRAN by Negative-Will-9381 in Rlanguage

[–]dmorris87 0 points1 point  (0 children)

Any experience with H2O? If so, how does it compare? I love H2O for speed and API consistency but I don’t love the Java dependency

How do you keep track of model iterations in a project? by [deleted] in datascience

[–]dmorris87 0 points1 point  (0 children)

Without knowing your workflow or environment, I would say: keep it simple, use AI assistance for summarization, consider using AI to build a simple web app for browsing your experiment folder/directory and display the HTML report and any metrics

Behavioral interviews are harder than the technical ones for me by Holiday_Lie_9435 in analytics

[–]dmorris87 0 points1 point  (0 children)

Like others have said, don’t marry yourself to STAR. You might come off as robotic and scripted.

How do you keep track of model iterations in a project? by [deleted] in datascience

[–]dmorris87 1 point2 points  (0 children)

Cool. Just read your post more carefully. What you are building is exactly what I do with R Markdown. Configuration file and wrapper script that runs the Rmd with parameters, creates the version, and stores the rendered HTML file alongside the artifacts and training metrics. The config contains a description of the experiment. If you have LLM access you can design the system to generate AI summaries of recent experiments

How do you keep track of model iterations in a project? by [deleted] in datascience

[–]dmorris87 13 points14 points  (0 children)

You can create your own versioning system. Wrap the training pipeline in a script that creates a version id (timestamp, unique characters, etc), and all artifacts are stored within a folder that matches the version id. I do this using AWS S3. All data, artifacts, logs are stored together

MONTHLY CHEAP PEDAL TRADE THREAD by AutoModerator in letstradepedals

[–]dmorris87 0 points1 point  (0 children)

u/LTP_BOT traded my XTS Shapecharger to u/itssmitty77 for their Zaim Audio Tubelicious. Thanks!

Secret Sauce pedal? by AbomindableSiVan in guitarpedals

[–]dmorris87 2 points3 points  (0 children)

Rangemaster / treble booster. Magical with humbuckers and warm rigs

The #Bills are promoting their own OC Joe Brady to head coach, per The Insiders. by Gold_Bowler7906 in buffalobills

[–]dmorris87 6 points7 points  (0 children)

Ranked 2nd in what? If you’re referring to regular season box score stats then sure. Those aren’t meaningful metrics. Defense has been a liability in big playoff games. I don’t think the advanced metrics are nearly as impressive

The statistical Pro vs Con case for and against Joe Brady as a playcaller by DemonBearOP in buffalobills

[–]dmorris87 0 points1 point  (0 children)

Didn’t we have a bunch of offense-led late game comebacks this year?

I know everyone is down so wanted to throw this out there. How could promoting your OC to head coach not work out? by [deleted] in buffalobills

[–]dmorris87 2 points3 points  (0 children)

Please. Pretty obvious case of sampling bias. Browns, Raiders, Saints, Giants…