#feature selection

[theaifusion]

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

[shivanshi770]

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.

[estchiyu]

What twist of fate has brought us, to tread upon this land? 🌻☁️

[jenoutof10]

based off this

[leaf-miner]

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.

[beebfreeb]

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.)

[funeralprocessor]

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.

[inniave]

changed around some of the posters in my little music corner

[sparxyv]

Milena's Makeover - Pt. 1 🪄💫

(i'm pretty sure i'm settling on this, but only time will tell if i stick to it 😪)

prepare for a small self indulgent yap-fest 🤞

i've been thinking of giving milena a makeover for so long - but ONLY her looks. milena's personality and backstory (while i haven't talked much about it here) are staying the same! 💜

i loved milena's other design, i just never had much fun drawing her unfortunately 🥺 so this is long overdue!

my two biggest struggles doing this have been her hairstyle and her facial structure. until i remembered.. she's my character.. and i can make her however i want her to be 🫣

i still feel like i'll be altering a few things overtime, and although i'm missing a few of her old traits, i love this sm. plus her hair colors and eye colors tie into her lore! 🥹

(there is more i haven't shown yet.. but those things are going to be revealed soon 👍)

here we gather to mourn the loss of:

milena's freckles

the scar/mark (or is it really all that gone???)

milena's 3A hair

[spookythesillyfella]

WHAATT ??? SPOOKY MAKING ACTUAL ART AGAIN ??? thiz iz insane

★ version without text + image based on under cut :

★ song : "Goodbye to This Meaningless Everyday" – Dobu no Awa

[genericaces]

Alright. The Langel lobby got to me.

[theaifusion]

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

[shitpostingfromthebarricade]

I was talking with a friend about the canon named women of Les Mis and decided to experiment to see who those are according to Les Mis fanworks.

Behold: your top ten women of Les Mis.

[banditblvd]

limnu.com was special I think

[intotheelliwoods]

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

[whmp]

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!