#💬off-topic-no-destiny-talk

1 messages · Page 1437 of 1

cold nebula
#

One for Alll and All for One

verbal canopy
#

How does the autonick work in this server

flint maple
#

gay

vital roost
#

i think my fav part is that your gif got delete LULW

flint maple
#

lol

#

It's was discord fodder

velvet quest
#

Your mom

cold nebula
thin kelp
#

You mean EU TE_lulw

#

Can't stop one country from colonizing another TE_lulw

#

So many tiny ass countries it looks like a jigsaw puzzle TE_lulw

#

What even is Czechoslovakia TE_lulw

#

Pay 100£ for enough gas to fill a water bottle TE_lulw

mild crystal
#

you are NA LULW @thin kelp

drifting ivy
#

this is what america does to a mf

thin kelp
#

One of the biggest countries left because EU couldn't negotiate TE_lulw

thin kelp
#

Here I'll start you off

#

US Government almost lost to an angry crowd 6757_Sadge

mild crystal
#

NA is more like

#

sad

#

no healthcare PU_Sadge

thin kelp
#

True

honest raft
#

Weird take on Brexit

mild crystal
#

all obese PU_Sadge

thin kelp
#

Police are trained killers 6757_Sadge

mild crystal
#

Racism PU_Sadge

honest raft
#

"Trained" :OMEGALUL:

thin kelp
#

Its an 8 hour slideshow presentation

honest raft
#

That's fucking foul

bold forum
thin kelp
#

There is no end to the limits of humor

desert pilot
honest raft
#

Kids these days

mild crystal
dark shoal
#

sneed

somber anvil
#

Sneed

lament egret
#

hi chatbox

bold forum
#

hello

somber anvil
#

Hi koe 💛

lament egret
#

omg hi kimmy

#

hii lana

bold forum
lament egret
#

i got wendy's and a fuckton of fries

hollow marten
#

8 kill game and lost at last people depressed

mild crystal
#

hi koe

mild crystal
lament egret
mild crystal
desert pilot
sterile arch
#

thought: Substitute teachers are just LFG educators

mild crystal
#

real

bold forum
near hill
mild crystal
hollow monolith
#

erm, what the deuce?

red cloak
velvet quest
#

me

lament egret
#

LEAN

sick wyvern
#

lean?

drifting ivy
#

also good night gamer

#

s

near hill
lament egret
#

gloopy

cold nebula
#

ok

north saddle
signal iris
dark shoal
#

sneed

thin kelp
hardy mesa
#

riveting

signal iris
hardy mesa
#

.help

hazy nebulaBOT
#
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hardy mesa
#

.david

hazy nebulaBOT
#

@hardy mesa, 'I know SQL. SELECT * FROM BadMeme'

thin kelp
#

.shadowman

hazy nebulaBOT
#

@brave grail, 'Say less... say less!'

frigid coral
#

where the shorties at

mental oyster
#

Who’s played lost ark here

frigid coral
#

who hasnt that game mad fire

hardy mesa
#

i dont play such cringe games

mental oyster
hardy mesa
#

you know another player?

mental oyster
#

I do

#

And how is it cringe lol.

mental oyster
#

You never played games like Diablo ?

hardy mesa
#

nope

frigid coral
#

diablo is my top 3

maiden linden
#

.killfast

hazy nebulaBOT
#

@mild crystal They literally get paid to code. Imagine getting paid to do a job and not being able to.

maiden linden
#

unc THONK but not chapel

mental oyster
#

Diablo 4

#

Making a path of exile 2

maiden linden
#

.votekick @everyone

mental oyster
#

My balls!

rancid shell
#

does someone else have fps problems as well or is it just me?

frigid coral
rancid shell
#

as well

maiden linden
#

spoiler moment

rancid shell
hardy mesa
#

dub was released on saturday

rancid shell
maiden linden
#

i already read the comics

#

i already know how everything ends

mild crystal
#

why is armin so sexy dawg

mild crystal
slate jolt
#

I love lean

signal iris
#

just to stay on the main menu while i played density can cleaned my bathroom

normal fern
#

Prefrontal cortex modulation of vagus nerve activity during stress inhibits inflammation to irevent telomere damage.

vital roost
velvet musk
golden mica
#

Chat it's lunch o'clock, what do

vital roost
#

lunch probably

golden mica
#

Valid

#

Also @vital roost

vital roost
#

nice.

golden mica
#

Some guy is using a vape pen near me 2_FeelsWeirdManW

#

Weird ass passionfruit smoke blowing onto me

vital roost
#

ew

#

where are you at rn? public transport?

signal iris
golden mica
#

@barren dagger báhn mì poggies

signal iris
velvet musk
#

Wh

#

Lol

signal iris
#

alternatively SOLO

barren dagger
golden mica
#

Vietnamese roll, you uneducated bonk

#

Roast pork stuffed with a ton of veggies, super fresh tasting

barren dagger
#

I have the diet of a toddler, im fussy asf lmao

golden mica
barren dagger
#

I wish I liked more food but my brain is just like no, you will eat chicken nuggets and plain pizza

hollow marten
#

man that must suck

signal iris
#

sure sounds like a

#

@barren dagger

barren dagger
#

I hope you dislike eating sandwiches

#

next time you have one the bread is stale

turbid lotus
turbid lotus
#

how dare you place such a heavy burden on these poor children?

quick hearth
drowsy pollen
#

is god of war pc good?

modern ore
#

@frail sundial ShinobuHaha

somber shale
drowsy pollen
#

okay i don’t

drowsy pollen
hardy mesa
near hill
#

This is it

hardy mesa
#

w*men

#

"custom made for the reddit crowd"

near hill
signal iris
hardy mesa
#

how is that not blackface?

glossy vault
#

It’s popo face

glossy vault
#

Y’all leave mr popo alone madge

glossy vault
#

Any y’all playing Diablo 2 R?

hardy mesa
#

new delorean

glossy vault
#

I’m honestly not sure how to feel about that

#

Lmao

dark breach
#

I'd honestly love to have a drive in that.

glossy vault
#

Looks like a s10 with lambo doors

hardy mesa
#

no the fuck you wouldnt???

glossy vault
#

Minus the front end

near hill
#

John Zachary DeLorean (January 6, 1925 – March 19, 2005) was an American engineer, inventor, and executive in the U.S. automobile industry, widely known for his work at General Motors and as founder of the DeLorean Motor Company.DeLorean managed the development of a number of vehicles throughout his career, including the Pontiac GTO muscle car, ...

dark breach
#

kinda reminds me of a Robin which is one of my faves so absolutely

near hill
#

"On October 19, 1982, DeLorean was charged by the US government with trafficking cocaine"

What a guy

glossy vault
dark breach
glossy vault
dark breach
hardy mesa
#

i like the one where they are in alabama

bitter heath
#

with all the stuff on their cars?

dark breach
#

the vietnam special is also a personal fave, so idiotic and wild

hardy mesa
slow quest
past hare
past hare
#

a really oversized one that is

north saddle
bronze crow
#

ankha zone beatbocks

vital roost
#

this is the chat for all non density stuff

vital roost
#

off topic chat more like dead topic chat

bitter heath
#

You're a dead topic

bold forum
smoky matrix
bronze crow
#

@vapid hawk do you like nfts

vapid hawk
bronze crow
vapid hawk
#

nfts are dumb lmao

bronze crow
vapid hawk
#

i could buy and sell between 2 of my own crypto wallets to atrifically boost the price of an item to make it look like its worth more lmao

solemn bridge
#

How do i change my region?

#

i never selected to NA

vital roost
#

gotta move to NA

solemn bridge
#

yeyeye lemme just book a plane and buy a house asaap

vital roost
#

lol

sick wyvern
#

Ashy, we finally finished my own backyard shack

fringe umbra
#

hello chat

#

am back from my journey. has anything changed in the years since

vital roost
fringe umbra
#

what happenned? is density finally a good game? is the tv show any good?

vital roost
#

no and mediocre

fringe umbra
#

nothign has changed :|

#

u seen the trailer for the cuphead netflix show? looks like complete ass

vital roost
#

yeah i can't imagine it'd be any good

red cloak
#

cuphead show????

fringe umbra
#

yes

red cloak
#

wtf

fringe umbra
#

its bad

#

very bad

red cloak
#

do i even want to look

fringe umbra
#

like netflix adaptation bad

red cloak
#

ugh

fringe umbra
#

wait

vital roost
#

netflix adaptation moment

red cloak
#

i dont want that moment

fringe umbra
#

yall hear abt the fallout tv series

#

they cast walton gogins so thats the only thing it has going for it

#

amazons lotr show looks like ass so low expectations for fallout

hazy nebulaBOT
#

invalid literal for int() with base 10: "671795686693404697'"

fringe umbra
#

ratiod by bot

red cloak
sick wyvern
#

Because these days everything is bad because someone doesn’t like it

karmic swan
cold cipher
#

😍 flooshed 🥺

vital roost
fringe umbra
#

that being said the halo series deffs could 100% use more money

fringe umbra
#

seriously 40mil for the WHOLE series

#

a single marvel film is like 200million alone

vital roost
fringe umbra
#

nah for halo

vital roost
#

ah

#

yeah that's rough

fringe umbra
#

GOT had like $1B per episode for the final season lul

vital roost
#

i don't know much abt the quality and how good got was, all i know was that some eps were amazing and some were bad

fringe umbra
#

seasons 2-5 were fucking amazing. top teir tv, that i doubt will ever be topped

vital roost
#

i assume it dropped off after 5?

#

and weren't there like 8 szns

fringe umbra
#

books ran out after season 5 so from then on it was still really good but a noticable dip in quality

vital roost
#

ahh i see

fringe umbra
#

then when season 7 and 8 rolled around the series showrunners scored jobs at disney so they either ignored lose plot threeads or closed them in the shittiest way possible

#

made a lot of ppl very angery

vital roost
#

there's always lovely people willing to help u thru a raid basil_smile

vital roost
fringe umbra
#

like seriously they had this one character have a whole ass season where she learned the power to steal people's faces and disguise as them

viral panther
#

I have tried. It seems people only want VoG or DSC. Those who are doing LW only are willing to work with those who have completed it.

fringe umbra
#

and then they had the perfect opportunity to use it

#

and then they just ignored it after season 4

vital roost
fringe umbra
#

WAIT MF DID U SAY LW

#

I AM THE LAST LW SHERPA

vital roost
#

i would offer to help u, but i'm busy rn

fringe umbra
#

if u can get other ppl to join i will sherpa u

vital roost
#

they didn't retcon it, did they?

fringe umbra
#

also off topic moment

vital roost
#

or did they just ignore it

fringe umbra
#

no they didnt retcon it but they straight up forgot it exists

viral panther
#

Well aware, I have my jacket from DSC day 2. I thought LW was getting vaulted Tuesday but I have now heared different.

vital roost
#

nope it's not

fringe umbra
#

that characters whole arc was getting revenge on this lady who had her dad killed and her family ripped apart, but in the final moment they're like "lol no lets be on the opposite sode of the country"

vital roost
#

also you really should be talking abt this in #💬destiny-chat, you can get muted for talking abt it here

fringe umbra
#

oh yea and this other kid has the ability to see into the future

vital roost
#

bit of clairvoyance

fringe umbra
#

and thats it. nothing else done with it

velvet quest
fringe umbra
#

he can just see into the future. not useful

vital roost
#

sucks to see abilities shown off for a single plot point and never talked abt again

fringe umbra
#

NOT EVEN A SINGLE PLOT POINT THERE WERE WHOLE SEASONS DEDICATED TO IT WITH NO PAYOFF

vital roost
#

especially when they are cool abilities like stealing ppl's faces sound cool as fuck

vital roost
#

do you think it's something i should watch? like would you recommend it

#

i've always been kind iffy on getting into it

fringe umbra
#

i would recommend a watch yea

vital roost
#

i might give it a shot then, if i don't like it i could always drop

fringe umbra
#

its a hell of a time sink, but its really really good

#

first season is kind of sluggish but after season 2 ith like 5th gear all the way

viral panther
#

Eh, alright. It's just one of those nights.

vital roost
#

like i said i would help but i'm kinda busy doing other things with friends or i would help

velvet quest
#

Femboy nod

vital roost
dark breach
#

if someone were to nod that fast do you think you could power a blender with that speed?

vital roost
#

only one way to find out

#

😳 red_left_gun get nodding

dark breach
#

I would but i fear i'd throw up since ya boi is 3 standard drinks in

vital roost
#

doin a little drinking, fun

sick wyvern
#

Nah it needs to be a femboy nod, so get to it ashy

vital roost
#

alcohol never works out for me, i always turn into a mess

sick wyvern
#

knowing all the bad shit that happens from drinking, id rather just not drink

dark breach
#

depends on the alcohol for me tbh, I am absolutely filthy when I'm drinking tequila

#

nah drinking is amazing so long as you're in an area you know you're safe

#

otherwise I wouldn't either.

vital roost
#

yeah

#

i just become an emotional mess

vital roost
#

even more than i already am

cold cipher
#

literally makes me nauseous thinking about drinking it

vital roost
#

and the last 2 times i've drank i've done things i've regret

dark breach
#

tequila is literally the untouchable alcohol for most people

#

last time i got fluidly drunk I ran a master vog and got a pb so its all dependant i guess

mild crystal
#

ive never drank alcohol YEP

cold cipher
#

i swore off drinking after an incident I had last time i drank but im probably gonna be back at it next weekend💀

vital roost
dark breach
vital roost
#

time to drink al lthe time

cold cipher
#

got 12 shots deep in like a hour💀 i was truly in the trenches that week

sand wolf
#

Weed > drinking

dark breach
vital roost
#

oh jesus

#

ares on borderline alcohol poisoning

dark breach
#

see weed here is still not allowed in australia so I wouldn't know.

cold cipher
#

i had to be helped back to my apartment bruh😭 never again

vital roost
#

ares are you even old enough to drink?

sand wolf
#

Does that matter

vital roost
#

who's giving this child alcohol

cold cipher
#

bruh💀

vital roost
#

no i don't care i was just making a joke lol

#

i'm not old enough to drink and i've done it before

cold cipher
#

reduce the drinking age fr

sand wolf
#

I was just going along

signal seal
#

you're old enough to drink

cold cipher
#

when will it be 14

vital roost
#

legally

sand wolf
#

Drinking mod IMO

vital roost
#

move to australia w me and we'll drink at 18

sand wolf
#

Mid

cold cipher
#

real

dark breach
#

nah move with your family so you can drink here from 16

signal seal
#

yes legally but everywhere else in the world is 18

sand wolf
#

Australia is a little far

dark breach
#

16yo for us with parental supervision.

signal seal
#

getting wasted with mom 😎

dark breach
#

it's more fun than you think

mild crystal
#

yeah same

sand wolf
#

I get high with my mom

desert pilot
#

can it be spring already damn im freezing

signal seal
#

just throw a log on your fire

dark breach
#

burn the newspapers you don't read anyway

vital roost
#

i believe

vital roost
#

it's also very fucky, because it differs from state to state and there's 50 states

signal seal
#

at some point it becomes child abuse i think

cold cipher
#

real 5 year old alcoholic in real?

signal seal
#

but cops aren't going to raid the dinner table

fringe umbra
#

they will shoot ur dog tho

#

bark bark bang bang

signal seal
#

US police shoot approximately 30,000 dogs per year.

vital roost
fringe umbra
#

rookie numbers

signal seal
# sand wolf WHAT

yes this is a department of justice estimate, no one really knows for sure how much more than that it is

sand wolf
#

Holy

desert pilot
signal seal
desert pilot
#

at this point it feels like the police stations just give guns to random people on the street

fringe umbra
#

low training window. shoot first ask questions later mentalitiy drilled into them. taught that their survival is top priority

vital roost
signal seal
#

because i always provide a source

fringe umbra
#

happens in aus too

vital roost
fringe umbra
#

terror police came to arrest a journalist and they kicked his dog and it nearly died

signal seal
#

my friends pit bull (harmless but excited) charged a cop who came to check on our bonfire, and the cop was a real chad, greeting it with open palms

fringe umbra
#

the journalist in question was not a terrorist, just to clarify

cold cipher
fringe umbra
desert pilot
signal seal
sand wolf
cold cipher
mild crystal
signal seal
#

what does that number mean

sand wolf
#

You don’t want to know

mild crystal
fringe umbra
#

its the number i use to find weebs

cold cipher
#

you don’t want to know

desert pilot
#

i just remember what that number meant god

mild crystal
#

you could really do without knowing what that number means

fringe umbra
#

points to a hentai comic wherin a woman is drugged and "abused"

signal seal
#

yes it took me to an anime subreddit

cold cipher
#

ofc that will probably make bing more curious and then he will search it up

mild crystal
#

bings problem now

sand wolf
#

True

signal seal
#

searched it, saw anime, closed the tab

vital roost
fringe umbra
#

but sexual content is banworthy so we should all avoid talking about it lest i incur the mods wrath once more

sand wolf
#

True

cold cipher
#

what if we watched an anime together bing

fringe umbra
#

good boy

signal seal
#

ares i watched casablanca

vital roost
#

how was it

cold cipher
#

YO

signal seal
#

I won't watch anime

cold cipher
#

REALLY GOOD YES???

fringe umbra
#

u should watch 12 angry men next. thats another timeless classic

sand wolf
signal seal
#

It was pretty neat, funny dialogue, Humphrey Bogart was like 80 and the girl wasn't but whatever

#

all those old movies have boomers and zoomers hooking up

signal seal
signal seal
fringe umbra
#

everyone go watch Oldboy (2002)

#

best movie ever made

vital roost
#

is it about an old boy

fringe umbra
#

no

vital roost
#

scammed

desert pilot
#

watching good movies is so cringe watching bad blockbuster movies is so much more entertaining

signal seal
cold cipher
#

the rest of the movies are mid ngl

#

devil in a blue dress was interesting tho

desert pilot
signal seal
#

watch movies on my list Ares

#

it's in my raid report in my profile

fringe umbra
#

yall seen pig with nic cage

cold cipher
#

🥺🥺🥺flooshed angelIpweaseflat pleading_bred

signal seal
cold cipher
#

yes zaddy

signal seal
#

or Harakiri

vital roost
desert pilot
#

its about my severe ketamine addiction at age 4

cold cipher
#

is that a fruit

mild crystal
#

severe ketamine addiction at age 4

cold cipher
#

like the green one w like the seeds in the middle

fringe umbra
#

yall here have purple/blue names

velvet quest
#

I love ketamine

bold forum
fringe umbra
#

sadge

#

hello kimmy

desert pilot
vital roost
sand wolf
#

^^

velvet quest
desert pilot
vital roost
sand wolf
#

Anyone got any alpha php

velvet quest
#

I’ll share my fist with your face

signal seal
mild crystal
desert pilot
#

i'll share dn

sand wolf
signal seal
#

yes

sand wolf
#

W

velvet quest
#

L

signal seal
#

R

sand wolf
#

Mid album

mild crystal
#

Mid album

acoustic harbor
#

mid

amber wigeon
#

ratio

bold forum
velvet quest
#

Mid

bold forum
#

you

velvet quest
#

Me

fringe umbra
#

mid

velvet quest
#

You

bold forum
fringe umbra
#

lean

velvet quest
#

@bold forum wanna share lean?

cold cipher
#

I LOVE LEAN!!!

velvet quest
#

You can’t have any you’re 5

fringe umbra
#

do u ahv ur lean with milk or yoghurt

bold forum
#

gh

velvet quest
vital roost
#

@amber wigeon HI

amber wigeon
vital roost
#

look at the gay box i made @amber wigeon

#

so much rainbow

velvet quest
amber wigeon
#

the fuck lmao

#

box of death is what we call that

vital roost
#

the cherry bombs are broken when you do that

#

it's literally santa water but like 10x more damage and constantly up

velvet quest
vital roost
#

haha

amber wigeon
#

I tried cherry bomb man yesterday

#

was pretty funny when you got levels in bomb

queen osprey
vital roost
#

the radius on the explosions are SO big

amber wigeon
#

ya

#

especially with the candle stand

velvet quest
#

I’m good bruh

queen osprey
vital roost
amber wigeon
#

yea the axe evolution one

#

makes em really dumb

vital roost
#

yeah

#

50% more area is kinda crazy

amber wigeon
#

it do be

red cloak
#

gn chat i think im gonna sleep now

vital roost
#

sleep well!

red cloak
thin kelp
#

holy shit that one is way faster

barren dagger
#

Red

thin kelp
vital roost
thin kelp
#

yes but in some way i enjoy it

vital roost
#

it is kinda a banger

thin kelp
thin kelp
vital roost
thin kelp
smoky matrix
thin kelp
#

a prophecy

smoky matrix
#

I do not like this prophecy

thin kelp
#

you must be awoken to grasp the high level humor

smoky matrix
#

I do not want to grasp this humour

thin kelp
#

theres no u monkaWeird

barren dagger
thin kelp
#

do it pussy

#

I HAVE ALREADY ASCENDED

barren dagger
smoky matrix
thin kelp
#

hey thats my thing Weirdchamp_Smh_ShakeMyHead

smoky matrix
#

:>

barren dagger
#

Someone make it stop being windy in the uk it’s annoying

smoky matrix
#

give me the wind instead the air is stagnant and hot here

vital roost
mild crystal
smoky matrix
#

morning basil_wave

smoky matrix
#

hihi wizard

amber wigeon
#

hiya

smoky matrix
#

how's you today

thin kelp
amber wigeon
#

a little bit of tiredness, a moderate amount of stress

#

hbu

mild crystal
vital roost
#

how are those sleeping meds working??

smoky matrix
thin kelp
#

pic related

amber wigeon
vital roost
#

:D that's great !

smoky matrix
vital roost
#

anything in particular that's got you stressed?

amber wigeon
#

tho I'm not sure how many hours of sleep I'm getting

vital roost
#

uhhh count

amber wigeon
#

ah just college stuff, assignments do be piling up cuz of procrastination

#

that would need me to remember what time I went to sleep

vital roost
#

ah.

amber wigeon
#

I do be having the tendency of lying in bed for half an hour after I get away from my desk looking at idk random youtube shit

thin kelp
#

you know what helps me sleep

#

jumping jacks PeepoSmile

#

there'll be a point before you get sweaty that your arms will kinda tire, thats where i stop

#

once your breathing slows down, you should fall asleep relatively quick

mild crystal
#

i want chicken nug

#

:d

vital roost
#

get

amber wigeon
smoky matrix
mild crystal
#

yea

#

need my family to order chicken nug and leave some so i can eat them

vital roost
#

since when?

mild crystal
#

since what

vital roost
#

i feel like it was just last week you had fish and pasta

mild crystal
#

yea i eat fish

#

fish are stupid

vital roost
#

based

#

so you're a pescatarian? or just kinda whatever

mild crystal
#

yea kinda just pescaterian

vital roost
#

fair enough

mild crystal
#

i think being vegan is morally correct but if i were to do it i would just die of starvation because im an insanely picky cunt

amber wigeon
grizzled ether
vital roost
mild crystal
#

nothing u does makes a difference

vital roost
#

too real

smoky matrix
vital roost
#

ok?? then do it??

smoky matrix
velvet quest
#

No

#

I don’t deserve to

smoky matrix
#

please do not shit the fucking bed you fucking animal

vital roost
#

shit the bed i think it will be funny

thin kelp
#

PagMan wtf this is OP

minor meteor
#

wow funny

velvet quest
#

I should kill myself NOW

smoky matrix
#

:(( no

vital roost
vital roost
icy oasis
#

Damn u finna miss wq

thin kelp
vital roost
#

kurapika gets a pic taken of him and gets red eye and he goes op

thin kelp
#

i really love that it has no fillers

vital roost
#

let me know when you see the fight @thin kelp

#

the fight

thin kelp
#

between uvo?

vital roost
#

YES

#

did you see that already

thin kelp
#

currently watching it, lot of 5Head maneuvers

maiden linden
#

@thin kelp

vital roost
#

what a good fight

maiden linden
#

@vital roost

thin kelp
#

yes that is me

vital roost
#

hiya syx

maiden linden
#

want to learn about support vector machines

#

i am here in chat to teach everyone about machine learning

thin kelp
#

nOMEGALUL

maiden linden
#

dont care be prepared to learn

thin kelp
#

waaGONE noo i dont wanna build robot neurons

vital roost
#

too late!

#

mr. syx teach me

maiden linden
#

ok so lets say we are given a dataset with obese rats and not obese rats

vital roost
#

@velvet quest rats

thin kelp
#

pepereadz ok continue

maiden linden
#

lets say we want to split the axis of the line so that we can 'classify' any new points into either obese or not obese

#

one way to do this is to take the points that are at the edge most of each "group" and find the midpoint of the two

#

now we have two subsections yes

somber shale
#

Any Brit player here ? My condolenses to your Queen got the Covid weirders

maiden linden
#

now if i add this yellow rat to the list, we can use this information to deduce that it is not obese

#

and any other rats we add can also be reasonably inferred

#

@thin kelp @vital roost yes?

vital roost
#

yeah

thin kelp
#

of course

maiden linden
#

ok so this only works if there is no overlap between the points

thin kelp
#

how can a rat be obese and not obese

velvet quest
maiden linden
#

ok actually before we talk about overlap lets do this

#

suppose we are given this dataset instead

#

the red is not obese and the green is obese

thin kelp
#

there is an imposter

maiden linden
#

now lets say we want to predict if the yellow rat is obese or not obese

#

if we use the approach from above, we would assume that the yellow rat is not obese

vital roost
#

wait i have a question syx

maiden linden
#

yes

vital roost
#

why don't we just weigh the rats and then sort them manually

maiden linden
#

they are weighed and sorted already

vital roost
#

i have another question syx

maiden linden
#

lets say the axis of the number line is weight of rat

#

ok yes

vital roost
#

if they're already sorted why do i need to make a graph for it

maiden linden
#

we want to predict if a rat we found is obese or not obese so we put the rats on a number line to see everything better

#

you can also use a table of values but it is more confusing

vital roost
#

like a line of best fit

#

ok i understand continue please

maiden linden
#

a regression / best fit line would be fine for very simple data but ill explain soon

signal seal
#

🅱️leep 🅱️shyoo

queen compass
#

Wait why I can't I say the word density (swap two) in this channel, that's dumb

#

I was gonna ask about the rats cause I got confused about what channel I was in

vital roost
maiden linden
#

even though our boxes say that the yellow rat is not obese, it is much closer to the obese rats rather than any of the non obese rats

#

what this means is that outliers can ruin predictions using the box method

#

for reference, this box method is called maximal margin classifiers

#

ok so now lets get to a better classifier for splitting up the data

#

instead of choosing the two points that are at the edges of their groups, lets choose a different point in the red group

#

that way our boxes look like this instead

#

so even though we have a red that is in the wrong box, the boxes better fit the data

#

this approach is called choosing a support vector classifier

vital roost
#

wait syx i have another question

maiden linden
#

yes

vital roost
#

i thought this was about machine learning yet i'm learning and i'm not a machine, am i a machine

maiden linden
#

we are learning how to make the machine learn how to be the person indeed

vital roost
#

am i the machine in this instance

maiden linden
#

r u talking about who is doing this math?

#

yes the machine will be doing this math for u

#

u dont have to do any of this math

thin kelp
#

machine knows math, but doesnt know rules

#

you teach rules?

maiden linden
#

yes

#

ok does that explain ur question @vital roost

vital roost
#

yes syx

maiden linden
#

ok so from this image ur probably wondering how did i choose to exclude that red circle on the right

#

basically there is a lot of disgusting math going on and i didnt pay attention in class so i have no idea how to explain it to u. but it is this thing called cross validation

#

and the end result of applying cross validation is we have the best two points to find the midpoint of

#

and split the data on

#

so in this case, the yellow cirlce is inside of the green square, so it is considered obese

#

even though there is a red circle on its right which is considered not obese

#

(the red circle on its right is an outlier)

#

ok so this approach will work when the data is spread in a way so that a lot of the stuff on the left is different from the stuff on the right

#

but what if we are given a data set where too little is bad and too much is bad?

#

suppose we are given this dataset

#

using the two approaches we learned above, there is no way to effectively select a midpoint so that the data is split into two groups

#

ok so lets come back to this example after diving deeper on support vector classifiers (choosing a midpoint excluding outliers)

#

this concept does not have to be in 1 dimension,

#

we can apply the same concepts from before in 2 dimensions

vital roost
#

what about 3 dimensions

maiden linden
#

it can be in infinite dimensions yes

vital roost
#

4?

maiden linden
#

yes

vital roost
#

5..?

maiden linden
#

yes

vital roost
#

neat

cold cipher
#

syx i love you so much bruh never change

thin kelp
#

what is the 5th dimension

maiden linden
#

it seems confusing to visualize but here is an easy way to interpret multiple dimensions for classifications

#

basically a dimension is a 'feature'

#

lets break down the features of a human:

  • height, weight, age etc...
#

all of these are measurable terms in 1 dimension that when combined make up n dimensions

#

that makes sense right

vital roost
#

yes mr. syx

maiden linden
#

y-axis = height, x-axis = weight
2 dimensional graph created out of 1 dimensional traits

#

ok so to split along those traits, we essentially create a division using the dimension below it

#

so if we have a 2d grpah, we create a 1d line to split the 2d grpah

#

if we have a 3d cube, we create a 2d plane to split the cube

#

and so on so forth

#

ok so this makes sense, but the question is, why does it matter

#

look at this graph again, we see that it cant be split using a line

#

ok so our solution is to add a new dimension to it

#

ok 1 sec drawing it up

cold cipher
#

syx we are just humble gen chatters we cannot comprehend the genius of what you're telling us

thin kelp
#

5head microsoft paint usage

maiden linden
#

ok so what i am doing here is i calculate teh x^2 value for all of the x values

#

and then i graph X^2 as a function of X

vital roost
#

syx i have a question

maiden linden
#

yes

vital roost
#

will this be on the midterm

maiden linden
#

yes

#

ok so basically now we can do what we did earlier

high wasp
#

they did surgery on a grape

maiden linden
#

and tada we have split up that 1d graph from below that looked impossible to split into halves using 2d

#

this process of adding dimensions to help split up data is called using a support vector machine

#

ok so i just chose 1 dimension to add here and it worked

#

but its not guaranteed to always work, what if the data was even more messy

#

we could supposedly add an infinite amount of dimensions and eventually find one that splits perfectly in half like we want

#

but instead of doing that manually, we can use a Kernel to calculate how many dimensions we need

#

i did not watch the kernel lecture yet so i have no idea how it works

#

ok i am done teaching now

vital roost
#

thank u syx

maiden linden
#

of course

vital roost
#

i feel enlightened

maiden linden
#

huge brain moment

#

now you can program hacks in deadbydaylightstinky 2

vital roost
#

that is the logical next step

maiden linden
#

here is your homework class

#

implement this function thank u

mild crystal
vital roost
#

is that u

maiden linden
#

selfie moment

#

i wish i understood what the fuck was going on with stochastic gradient descent

thin kelp
#

me too bud

maiden linden
#

whats even better was i was taught gradients in highschool

turbid igloo
#

guys is it bad all my friend have women
I have no women but me touch grass
They No touch grass

maiden linden
#

i wish i learned them back then

#

instead of play on phone

smoky matrix
amber wigeon
maiden linden
thin kelp
vital roost
thin kelp
#

or just amass an army of hoes

#

to fight to protect your virginity

turbid igloo
#

xd

thin kelp
#

xd

turbid igloo
#

I will get Discord egirl

vital roost
#

not worth it

mild crystal
#

i will get discord egirl too

#

@lament egret hi

vital roost
#

off topic chat super dead tonight

mild crystal
#

early eu hours are always giga dead

#

all the adhd americans went to sleep

vital roost
#

AMthink it's usually active during this time

cold cipher
smoky matrix
mild crystal
vital roost
mild crystal
#

Oi im not eu

vital roost
#

england is eu

cold cipher
#

doesnt the eu literally stand for england

vital roost
#

ares

cold cipher
#

LMAO

#

nice one

smoky matrix
cold cipher
#

england is my city

#

🙏 🙏 🙏

vital roost
#

ong AG_Bless

mild crystal
#

ares is just dumbb

cold cipher
#

too real

smoky matrix
#

ares what time is it for you

somber anvil
#

Hello chat box gm NekoLove

mild crystal
#

gm

vital roost
#

good morning

somber anvil
#

Hello wev and ash how r u both

vital roost
#

dead inside AA_Sayu_Dead

#

mind numb

#

(i was on the moon for 3 hours straight)

somber anvil
#

Sadge

#

Is there tons of cheese there

cold cipher
vital roost
#

but actually tho i've been super stressed

vital roost
#

ares it's past your bed time 😠

smoky matrix
somber anvil
smoky matrix
vital roost
#

don't make me come into your room and tuck you in

somber anvil
mild crystal
smoky matrix
#

thas good

mild crystal
somber anvil
mild crystal
#

why would i go sleep now

lament egret
somber anvil
#

True

vital roost
somber anvil
#

Hi koe

lament egret
#

hi i just woke up

vital roost
#

how was sleep

cold cipher
mild crystal
somber anvil
smoky matrix
cold cipher
#

my time

vital roost
#

real

smoky matrix
lament egret
cold cipher
#

no but fr it is past my bedtime but i dont have class tmr!!! so i can stay up

vital roost
#

omegs do u have a holiday

mild crystal
vital roost
#

ryf said he had a holiday

#

but i don't know what day it is tomorrow

lament egret
#

i had such a wacky dream

cold cipher
#

yea it is called national ares best density 2 player to ever exist day

#

and then i have holiday

somber anvil
vital roost
cold cipher
#

you may celebrate by putting ares #1 density player in your discord status

vital roost
#

ok!!

cold cipher
#

no but fr its just presidents day

mild crystal
#

i had a dream earlier that I'm not allowed to talk about here

cold cipher
#

idk what its about but free day ig

bitter heath
#

@cold cipher did it

somber anvil
#

Hi Zac

lament egret
bitter heath
#

hello luna

lament egret
#

it was really calming

vital roost
#

awh that's nice

mild crystal
somber anvil
lament egret
#

Then i had another dream and it was 😳

vital roost
#

ayo?

mild crystal
cold cipher
lament egret
#

my brain running wild but wholesome

vital roost
#

good

cold cipher
somber anvil
#

No way

mild crystal
#

i dont have 😳 dreams anymore sadclueless

bitter heath
#

damn, that sucks

vital roost
bitter heath
#

those dreams are great

mild crystal
lament egret
mild crystal
#

thank u..

lament egret
somber anvil
#

Ill project my feelings towards you @mild crystal

mild crystal
vital roost
somber anvil
mild crystal
somber anvil
#

Ugh this week is gonna suck other then WQ being out

mild crystal
#

mood

somber anvil
smoky matrix
#

:(

somber anvil
#

Yea basically gonna be home all week

#

Oh well

vital roost
#

wq grind time

lament egret
#

i think my throat is sore waaGONE

somber anvil
#

Yea pretty much what ill be doing

cold cipher
vital roost
#

cough drop time koemi

lament egret
#

I’ll down several

bitter heath
#

I'm going to be grinding 24/7

vital roost
#

good idea

lament egret
#

Im not getting sick again

#

I cannot rather pain

mild crystal
#

zzz rankbot cringe

vital roost
smoky matrix
somber anvil
#

That and studying french for next week

bitter heath
smoky matrix
#

god fuck

lament egret
#

i wanna learn diff languages hambark

vital roost
#

then learn

somber anvil
#

Then learn grrr

lament egret
#

but !!!

vital roost
#

but what

smoky matrix
#

omw to pour water down your throat

mild crystal
#

i would do that but lazy

lament egret
#

my motivation 😔

vital roost
#

real

somber anvil
velvet quest
#

Any depressing movie watchers

vital roost
#

bing prolly

somber anvil
#

Hello iris

mild crystal
vital roost
#

what movie did u watch

smoky matrix
mild crystal
velvet quest
mild crystal
#

Anglophobia

vital roost
#

supernova

smoky matrix
#

live somewhere better plz and ty

vital roost
#

phobia implies i'm scared of the british, i'm not scared of no brit

mild crystal
#

like Australia PepeLa

smoky matrix
#

I did not say australia

mild crystal
lament egret
vital roost
#

no.

bitter heath
velvet quest
#

I retire to slumber. Fuck all of you

smoky matrix
#

gimme 2 hours to transperth

vital roost
#

bye iris

mild crystal
#

im intimidating and ferocious

vital roost
#

shiver me timbers