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looks like they have a python wrapper for their api. Poke around here a little and see if you can get something configured. https://github.com/polygon-io/client-python

Google: yanni gu johns hopkins 2 points of data (3 is best) will almost always get you to a narrowed down result with a quickness. Here "name" "hospital" generated this as the top result. https://www.linkedin.com/in/yanni-gu2000 Which, coincidentally answers #2...

Have you logged into the trading platform, and checked the status? (Settings>Accounts: Customer Application). If it shows approved they could be waiting on Dorman (or whoever) for the final approval. They could also be waiting on additional docs from you as well. Double check to make sure all...

Fractional Differencing. I can generate single ticker weights (one time thing) pretty quickly on a 28 thread (14 core i9-9940X) workstation. If you're using a large universe (5000 stocks or so) you need to pass it off to a good GPU or you'll grow old watching it. Once you've generated your...

lol Nobert... Anyway, deep plunge for certain but we were pretty well out of any forecastable range so I'm not surprised to see a correction. Could def go lower from here, hopefully some of the momentum eases up. Might also create a buying opp when it does bottom. What did we learn? (don't...

The way I read that was, they're not necessarily looking to acquire the actual model/alpha, it's a measure of post doctoral/masters experience and competency. Basically, if you just did your STEM dissertation, don't bother. The pay/bonuses must be through the roof though. If you've already...

you mean with the big "Upload a File" button??? lol... I'm a dope, but thank you. Just a test.

I'm an idiot, just realized I nuked my charts... Would be nice if ET would allow us to upload instead of link. A lot harder to break things that way.

There you go hajimow, you got your $47. It may still have a little room to run, if this current area holds (you know, assuming everyone and their brother doesn't sell the "top") - I could see a test of 49 based on the current price action. Anyway, nice call.

That's prob it for me this week, got a ton of code to knock out and Turkey to cook. Will be back next Sunday with some more tickers. If you're state-side have a good Thanksgiving.

R3K back to neutral in the short-term, still room to drop if if the momentum picks back up.

This is strictly a screen and research trigger. Not gonna kick out advice regarding profit targets or risk management. If I did have targets they would obviously be based on my personal risk tolerance, account funding and holding horizon. I'd never assume that those were appropriate for someone...

Forecast of the top and bottom 100 of a Russell 3k subset: - Tickers are ranked by their probability of going higher in the next week. - If you're bullish on the broader market, you'd want to conduct your research on samples of the top 100. - If you're bearish, focus your due diligence on...

I'll be back Sunday with another update. If all goes well the model will have an expanded feature set, that if I'm REALLY lucky has some miniscule level of forecasting improvement in it.

I've probably said all I will about it. If someone wants to get their hands dirty with some deep ML modeling, it is, imo, a very good place to do it. I'll leave it at that...

Anyone who is genuinely interested in getting some experience applying ML to financial data should look into the data-science competition at Numerai. It will quickly fix any questions you have about, does it work and what works. It's not something you can do half way though, it takes a lot of...

Throwing my two bits in here again... If we hold here, I think it shoots to +21. If traders starting getting nervous and let it slip below 17.1 , I think we cycle back below 14. The contrarian in me thinks we're gonna get a correction.

Saw a small ES correction today, plenty of room here to grind lower over the next few days. If I can catch them, I'll be looking to sell any rally I can get my hands on. Edited: Cuz words are hard.

Quick dive into the shorter-term, intra-day ES might be a little over-bought, I'm going to be keeping my eyes open for some ops to short a contract or two. 1 year training data, 3 day forecast

I don't want to muddy up Mark's thread as he's posting a ton of good information, so I'll make this short. As another old dog in the yard I do want to add my .02 on the risk 200 for 100. As noted above the old adage is, cut your losses short and let your winners run. I'm positive that was...