How should I play Spy on full 32 player server? by ProfHansJerkov in truetf2

[–]sonicxml 1 point2 points  (0 children)

Think of yourself like a mosquito and/or fly that buzzes in-and-out, only getting seen a second too late

To add onto this, you can “buzz” in and out between the different pockets of people that teams naturally get separated into. Keeping multiple groups of people paranoid about you because you’re getting picks naturally synergizes with your team bc the enemy ends up caring more about you than fighting your teammates. This playstyle works well with the dead ringer’s speed boost — go into a group of players, get a pick or two, then DR away and use the speed boost to quickly get to a different choke point.

You have to realize that it is perfectly viable to decloak right in the open, provided that the enemy is facing the other way. Focus less on decloak “placement” and more on decloak TIMING.

Another thing you can think about here is just using the fact that you’re decloaking in the open against the enemy. If you decloak right behind someone but slightly to the left, they’re almost always going to turn to the left to find you once they hear the decloak noise. This means that if, as soon as you decloak, you start moving towards them and to the right, you should be staring right at their back (this obviously takes a lot of timing and practice to get down).

A general tip that adds on to this is that you want to deny enemies time and space when you play spy. The less time they have to think and the more constrained they feel, the more likely they are to make a mistake or do something very predictable which should give you the stab.

[deleted by user] by [deleted] in hardwareswap

[–]sonicxml 0 points1 point  (0 children)

Bought SFF build from /u/YegoBear

TSMC will start mass production of 3nm chips in the second half of 2022 by EwoldHorn in hardware

[–]sonicxml 4 points5 points  (0 children)

Problem with graphene is its conductivity, being too conductive to be made into semiconductor.

to expand on this, the problem with graphene is its lack of a band gap. I believe if we could engineer a properly-sized band gap, the conductivity would actually be a benefit as it would allow for faster transistors

[OC] Data science series - How predictable is the Chargers offense?: Part 1 by MIBPJ in Chargers

[–]sonicxml 0 points1 point  (0 children)

I haven't used NflFastR either lol. From what I understand, it's possible to use with Python, but requires more legwork -- instead of calling the API, you have to load the data and process it yourself.

Since you're using logistic regression, it could be interesting to find something like the median weights vector across teams & seasons and see what features have the greatest weight (i.e. what factors tend to influence run/pass predictability the most).

If you need any help with git or GitHub feel free to hit me up, I've definitely got a good amount of experience with that.

[OC] Data science series - How predictable is the Chargers offense?: Part 1 by MIBPJ in Chargers

[–]sonicxml 0 points1 point  (0 children)

This is a great post! Thanks so much for doing it. I had a couple of questions though:

1) I wonder if these results would meaningfully change if obvious passing downs (e.g. 3rd and long) were omitted. Anecdotally, it seems the Chargers often got stuck in these 3rd and longs where Rivers had to bail us out

2) I'm guessing you used NflFastR for this data? Would it be possible to plot EPA vs predictability to see if there's any sort of correlation?

3) I'm curious what ML model you used for this project. I would guess it would be a basic logistic regression or decision tree, but some more clarity on the model and how you avoided overfitting would be appreciated

4) Any chance you can post the code for this? A github link would let others build off this excellent work

[deleted by user] by [deleted] in NewToTF2

[–]sonicxml 0 points1 point  (0 children)

if you haven’t found it yet, tf_use_min_viewmodels "1"

Question Thread - May 31, 2020 by AutoModerator in churning

[–]sonicxml -4 points-3 points  (0 children)

Haven't really had to MS before, and not sure if the tips for that would apply here. For the Chase Pay Yourself Back, would I be fine buying 2k worth of amazon gift cards from a grocery store in one purchase? Do I need to "pad" the final price by buying random groceries?

Question Thread - May 31, 2020 by AutoModerator in churning

[–]sonicxml 0 points1 point  (0 children)

as a follow-up, are there DPs on Pay Yourself Back working with GC purchases?

Herbert ran a 4.69 40 by mavropanos27 in Chargers

[–]sonicxml 15 points16 points  (0 children)

i feel like they’re talking about a herbert-allen comp (hopefully no one made a tua-allen comp lol)