#feature selection
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Hyperparameter tuning in machine learning
The performance of a machine learning model in the dynamic world of artificial intelligence is crucial, we have various algorithms for finding a solution to a business problem. Some algorithms like linear regression , logistic regression have parameters whose values are fixed so we have to use those models without any modifications for training a model but there are some algorithms out there where the values of parameters are not fixed.
Here's a complete guide to Hyperparameter tuning in machine learning in Python!
#datascience #dataanalytics #dataanalysis #statistics #machinelearning #python #deeplearning #supervisedlearning #unsupervisedlearning
#machine learning#data analysis#data science#artificial intelligence#data analytics#deep learning#python#statistics#unsupervised learning#feature selection
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Introduction to Feature Selection: How to Improve Model Accuracy
Feature selection is key in machine learning, helping identify the most relevant features from a dataset. Irrelevant or redundant data can add complexity, impacting model accuracy. By applying these techniques, you can streamline your model and reduce overfitting. Read more to know how it improves efficiency and accuracy.
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What twist of fate has brought us, to tread upon this land? 🌻☁️
#today i learned that tumblr has a music feature#but i cant select a specific portion of the song </3#u know this world’s theme song?? yeah i was gonna play that thanks tumblr#aphmau minecraft diaries#aphmau mcd#aphblr#aphverse#mcd#minecraft diaries#art#illustration#my art
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You know, I think Laios just wishes he was in Miitopia. You can eat everything in that game. Rocks, armor, swords, shields you name it. If you can kill it, you can eat it. He would have the time of his life.
#miitopia#laios touden#dungeon meshi#delicious in dungeon#featuring a selection of weird food you can eat in miitopia#and the enemies they come from#someone should make him the miitopia protagonist#let him live his wildest dreams and eat that armor#only question is should he be a warrior or a chef#because senshi is actually the chef#but I feel like laois wishes he was the chef#so if we're going full laois wish fulfillment he should be a chef#right?#I bet he'd look at the miitopia universe the same way I look at pokémon universe#with longing#dunmeshi
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Hiya! I'd like to ask how do you do your ms paint art? Do you first make the outlines and then colours, or perhaps vice versa? I really adore your ms paint art and would love to know the process (for practice purposes:))
Depends! My two strategies, featuring Cactus Gunman of Gregory Horror Show fame:
I often just color right on top of my sketches when I'm being silly + designing characters + just trying to figure out what something looks like (and tend to use this to fiddle with details and colors) It's usually quicker for me to end up with something that I'm happy with.
Most of the time when I bother to do separate, cleaner line art, it's because I'm making a graphic for my website. LOL. I think it feels a little more cartoonish-silly, which is usually what I'm going for when I decide to do this. It's also a bit harder to make large changes to whatever I'm drawing, so I'm usually working off of a messier thing I've already made.
(Technically, I no longer use MS Paint and instead use Aseprite due to becoming a Linux user, but nothing has really changed about the way I draw + all of this can be done in MS Paint just fine.)
#I've found that I actually have a harder time making color palettes in Aseprite than MS Paint (I used to use the marker tool to mix colors)#(and haven't yet found out an equivalent tool to mix colors together)#Anyway the only feature that I use regularly in Aseprite that MS Paint doesn't ''have'' is easy transformation controls#(Paint has transformation options in the skew/scale menu but not every computer supports the trick I used to use to rotate stuff)#Also you can animate in Aseprite. There's layers but I don't use them.#beebfreeb art tag#funny talking tag#This was probably a little more talking than you expected but I am very particular about these sorts of things.#Anyway I am so mad about how my favorite version of MS Paint has absolutely no Wine support and that everything that I've looked up said:#''Just use a different program'' With different features? I want THESE features RAUGHHH (Then I learned Aseprite has similar eraser tool)#(and lets me make selections of all of one color on my canvas. Nice.) (I still don't know if I am a pixel artist or not.)
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I feel like the Primaris should have been the catalyst for like, an imperial civil war. At the very least, much unrest in the house of Guilliman. Their existence, let alone rollout/integration, should have had many chapters absolutely rioting. It should be beyond the pale by several orders of magnitude and be seen as an enormous overreach by the more autonomy loving chapters, a blasphemy by the more orthodox chapters, and an existential threat to chapters with geneseed quirks. Plus anyone with any awareness of the thunder warriors should take one look at them and recognize the writing on the wall. Guilliman should absolutely recognize what they represent, what they imply. Like they're the leading wave of a paradigm shift that doesn't bode well for what came before. And I say this as someone who's not averse to Primaris, I just think they could've, should've, been a waaaay bigger deal. I know they loathe changing the status quo and we're never getting rid of the posterboys but I think we missed out on something interesting.
#40k#primaris marines#like if anything I think they should have made them even more different than oldmarines#to the point where they very literally *are* intended to be upgrades in some fashion#either in ease/reliability of creation or actual ability#or both#I personally would have had them be “streamlined” astartes that lack a lot of “advanced/niche” features of marines#in exchange for a much less demanding selection process and a much higher survival rate#augmented by Cawl-designed (and ofc primaris only) gear that Bobby G is putting a lot of resources into stockpiling#Primaris should be a revision to the design meant to address the flaws and weaknesses of the Astartes *from guilliman's perspective*#easier to produce easier to replace more reliant on imperial supply lines and locked down so they can't rebel without leaving everything#ultima founding chapters also should have had *very* short leashes and been Minotaurs tier agents of Imperial will#maybe even have some that are clearly out to eat other chapters' lunch and occupy their niches#especially problematic/autonomous chapters#hammer home the “we're replacing you with the upgraded models” message
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youtube
Alright. The Langel lobby got to me.
#what is this- what do you think it is#it's clips from angel the series selectively arranged to depict a romantic comedy trailer featuring angel and lindsey mcdonald.#from the tv show. angel the series.#easily the most amount of time i've spent on something incredibly dumb#......so far#angel#lindsey mcdonald#lindsey/angel#angel the series#ats#video
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changed around some of the posters in my little music corner
#keep debating back n forth whether to add something behind the shorter shelves but idk#i don't want it to be too busy#we'll see lol#music#my collection#florence + the machine#diamanda galas#lingua ignota#chelsea wolfe#< these are the artists in the posters / vinyl inserts i have hung as posters (plus the caligula demo pics)#and then featured on my shelves rn we have florence . diamanda . chelsea . ofc and then#dead can dance#supertramp#midwife#patti smith#the loose “theme” of the shelves rn is that florence lyric 'you said rock n roll is dead but is that just because it has not been#resurrected in your image'#i love that lyric a lot#i love to do little themes like that#it's not a strict thing but it's fun to pick out things#some recent themes have been “rotting roach summer” and “everything is fine in heaven but i'll never get to know”#i should share more of my theme shelves#i just always get self conscious about my selection lmao#anyway!#i'm supposed to be finishing lolita today but the new diamanda galas remaster cd arrived and then i got distracted.....
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limnu.com was special I think
#bandit's doodles#grian#mumbo jumbo#waffle duo#not much to say about the doodle so I’m jumping straight to the bandit review™#The 2 brushes it had were silly#The basic pen one and the ugly marker one#I liked it for a second then I opened my eyes and realized no it's actually not good#it looks like a dying dry erase marker#And idk about you but dying dry erase markers don't have the most appealing texture to me#it was good for drawing a little messed up grian though so that's fun#moving on from the atrocious marker#It had more than 3 colors so that was nice#but still pre saved colors grind my gears a little bit#I didn't really play with other features#but from what I saw they were pretty normal#Just text#Shapes#That stuff#but the eraser isn't really an eraser#its more like just a white brush#So when you select an area you erased over#It will move the part you used the eraser on#If that makes any sense#Honestly 7/10 aside from the dirt brush and eraser it was pretty fine#ALSOi just heard grian mentioned in mumbos newest video#any scrap of waffle duo is enough for me#im grateful#im fed#And I'm happy
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As someone about to start learning Harmony, I feel your pain 😔😔
tbh animating in harmony is great, I am just not good at working with rigs yet </3 also good luckkkk !! There's a lot of stuff in it so it seems complicated but if you learn bit by bit it's not so bad!
#my go to program for animation like sometime's I'll use clip studio cause I think they both have good features for different things#but harmony has a lot more to offer animation wise#one thing I really love is being able to select each line you make and transform it n stuff it's so convenient lol#I'll be making art in csp and go to select a single line and realize the program doesn't work like that </3#ask
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ELLI! I JUST LOOKED UP AGGIE CAUSE YOU SAID YOU'VE HAD ISSUES WITH CERTAIN TOOLS
AND I THOUGHT IT WAS WEIRD TO NOT HAVE A WORKING FILL BUCKET TOOL
.................AGGIE'S JUST MAMGA
ELLI!
ELLI WHAT YOU DO MEAN YOU'VE BEEN DRAWING ON MAGMA THIS WHOLE TIME??!!
ELLI!!!!
LISTEN. I REALLY LIKE ITS SIMPLICY. I LIKE BEING FORCED TO ONLY HAVE ONE BRUSH AND THE MOST BASIC ASS BUTTONS ON THE PLANET
#ITS SO NICE AND SIMPLE#asks#also the endless brush possibilities with csp = HORRIFYING#IC ANT DECIDE ON ONE AND ITS BEEN LIKE 2 WEEKS NOW>????#like aside from screenshotting everything#and you cant really crop the canvas nicely#THERES NO ISSUes WITH IT SMH#like there was the ass fill bucket and cant rotate shit#BUT IG I JUST NEVER KNEW THOSE WERE ALSO FEATURES TILL NOW#its the most basic selection tools#but also a million times better than ms paint#its a step up from ms paint#so at least im not on ms paint
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Tic Tac Toe Game In Python
This is my first small Python project where I built a tac-tac-toe game in Python, we have played a lot in small classes while sitting at the last bench some of us have played at the first bench too. It is a very famous game that we are building today after the completion of this project we can play with our friends with the project we have made.
Here's a complete guide to the Tic-tac-toe game in Python!
#datascience #dataanalytics #dataanalysis #statistics #machinelearning #python #deeplearning #supervisedlearning #unsupervisedlearning
#machine learning#data analysis#data science#artificial intelligence#data analytics#deep learning#python#statistics#unsupervised learning#feature selection
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Whumpdev=alive?????????
Just askin :3
yes!
chained in my basement, malnourished and mistreated, but not forgotten, and still very much alive.
unfortunately, college has been kicking my ass lately, and will continue to do so until i finish my master's thesis. the good news is that this will continue for only about a month before i have more time to work on the project! the bad news is that i have only about a month to finish the entire paper. :' )
here's a little screenshot from a story sequence to prove that the project has not been completely neglected and forgotten!
#whumpdev#i have been cooking dont worry#just..... very very slowly......#this screenshot is from a bit where you'll be able to get up and walk around a bit#hence the highlighted selection outline around the computer#im trying to keep scope creep under control but it just keeps winning man!#it pins me down looks me directly in the eyes and tells me to “add this new cool thing or else... 🔪”#and then i gulp audibly and proceed to fuck up the entire code for the fifth time so that so it can accommodate the questionable new featur
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answer him quickly
#oc: orion#ocs#cereal tries to draw#sorry i too fall into the fuckin trap of drawing a demon thats mostly just a guy with horns n shit#I FORGOT HIS WINGS yknow what it's a stylistic choice for this particular pose. dont worry about it.#i do have it in his LORE that he can pop in and out selective demon features at will#so iti's fine. it's f i ne#anyway he may not be the most interesting design in the world but hes my little bastard bitch and i like drawing him teehee
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Anyone else think short form social media based on algorithms designed to promote topics that create more engagement instead of more joy, the idea of fast fashion but conveyed through social media, and the fact you can monetize suffering and outrage better than ever has largely resulted in the death spiral of media literacy and the mass emergence of bad faith readings?
#I may be venting a lil but god it blows my mind#fyp is a blessing and a curse because i don't think ppl were ever meant to be subjected to this many ppl at once#god i took a bird site hiatus for weeks and now BARELY check it and it already feels like a hit#oughhhhh#even fandom spaces have hugely incorporated marketing and networking into them bc of cmms and sponsorship and building portfolio#which would be fine tbh if it weren't for the way socmed is designed#now it's like you can't support too many ppl or else you're shadow banned or you have to make yourself palatable and marketable#and websites with threads in which people will only read the first post before qrting because ratios are seen as five minutes of fame#features that permit beating an algorithm are locked behind a paywall that promises you money if you go viral#and what goes viral is usually incendiary content meant for those ratios or trends. whether for or against OP#even in hobbyist spaces the climate has changed so much due to the monetization and marketing and just. ugh#not to mention side accounts dedicated to gossip in this new priv account culture like...idk#if you have to make another account so you can make fun of a friend on main with selected priv friends it just doesn't sit well with me#and not every priv account does this but enough do and it makes me tired#unsolicited hate comments are still as bad as they used to be on ff dot net except now people openly are proud of it more#why do most socmed feel like passive aggressive sticky notes on high school lockers#there is so much more I could say about everything that has left me weary about the internet but I don't know the time or place#and I don't want anyone to think this is about them because it's a general statement. though if you are doing the more inflammatory things.#maybe rethink that. it's not good for anyone else and it's not good for you either#I keep coming back online to check on ppl and see art and I *know* it's draining for my health every time#but I feel a lot better now that i use socmed less overall. and that I try to focus on what makes me happy#it just sucks seeing so many people i care about endure absolutely wild struggles bc people online do not care.#I like rambling in my tags because this is the only place I ramble except my personal journal and to my wife
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Bit of a nostalgia thing and drew some costumes of my little big planet avatar (also a lil cameo of Newton in the corner)
#appeared out of thin air#a sweet lil treat#lbp series is probably has the most elaborate character customization with its selection of little costume bits and stuff#especially since it has a nice feature of carrying over your costumes/accessories from previous games to other ones!#its nice feature to have and I could just spend forever with the customization feature alone and just make lil costumes :D!
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