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machinelearningsite · 9 months ago

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Choosing the Right Gradient Descent: Batch vs Stochastic vs Mini-Batch Explained

The blog shows key differences between Batch, Stochastic, and Mini-Batch Gradient Descent. Discover how these optimization techniques impact ML model training.

In my previous post on gradient descent, I explained briefly what gradient descent means and what mathematical idea it holds. A basic gradient descent algorithm involves calculating derivatives of the cost function with respect to the parameters to be optimized. This derivative is calculated over the entire training set as a whole. Now if the data has samples in hundreds of thousands, the…

#batch learning #gradient descent #mini-batch gradient descent #optimization techniques #sgd

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foxgirl1668 · 3 months ago

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starwars things…. one day I’ll finish a full piece without giving up halfway through

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homeforclones · 1 year ago

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The difference between Season 1 and Season 3 of the Bad Batch

Season 1: Omega: Crosshair, can I have a hug? Crosshair: The audacity??? Of this Child??? Nothing would revolt me more than to show any kind of weakness to sate your neediness. Season 3: Omega: Crosshair, you're getting a hug. Crosshair: The charity??? Of my Sister??? Nothing would give me more joy than to be hugged by the Literal Angel that you are, though I am a lowly worm.

#the bad batch #tbb #tbb season 3 #tbb spoilers #tbb finale #the bad batch season 3 spoilers #the bad batch season 3 #the bad batch spoilers #tbb crosshair #tbb omega #soft crosshair #good brother crosshair #omega #crosshair #crosshair deserves a hug and he gets a hug #one of my favorite things about the series is the way he learned to love her more than anything #i have one critique about the finale but that is not it #how am i supposed to go on without them #how is life supposed to have meaning when I do not get to see war hardened men adore a little girl more than life itself #season 3 omega is the type to see that you need a hug and then you get a hug #she has declared it #ugh i just love them #and i love how crosshair just doesn't hide that he adores Omega #he tried for approximately one (1) episode and then he just gave in

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blairaptor · 2 years ago

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Happy Halloween! I drew a haunted house reaction photo with the Bad Batch~ 😱💀

#the bad batch #tbb #tbb tech #arc trooper echo #tbb echo #tbb wrecker #tbb omega #sergeant hunter #tbb hunter #tbb crosshair #happy halloween!#their armor was tricky but I feel like I learned a lot and I really enjoyed making this so yay #my art

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redpapercraness · 2 months ago

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im trying to practice a different hair rendering style so i used the best group of friends ever

#fields of mistria #fields of mistria fanart #fom celine #fom reina #fom adeline #fom fanart #this was very difficult and there are things i would change however its very fun to learn smth new after being in a rut #i am probably gonna do more fom characters to practice hair like this #nobody reads these but if anyone has requests for who i do next leave em in the notes of this post #i did think it would be funny if i included march in this batch for march and the girlies but i got tired </3 #celine fom #adeline fom #reina fom #art #digital art #cozy game #art of crane

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collophora · 1 year ago

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Do yourself a favor and go read the entire fanfic work of @fanfoolishness

(In order: Under sun and shade, Blind Side, and Breathless (patching up is one of my fav too, I just had no cool sketch idea for it)

#star wars #star wars the bad batch #the bad batch fanart #tbb fanart #tbb fanfiction #dumping my “fanfic_doodles.clip” file here literally #sorry the style is messy #now I see them all Im like “ok it's all over the place zero/100 aesthetically pleasuring post”#hhhh its the thought that counts?#And tbh the point is just to convince you to read theses #because I'm like OBSSEEESSED with theses since you appeared in my notes #Every fic is gold #Me baiting my followers with pretty enough pictures to read fanfics #this being said I should really take the time to color properly my stuff #but I don't liiiiiiiiike it #there is tons of more talented artists if people want colored beautiful amazing art #me I can't really make my “��“spontaneous”“” “”“doodles”“” pretty without trying hard and at the end it's meh #They're so flat too #yesterday I was like “oh my scenes are becoming less flat I improved maybe”#Then I scrolled on my storyboard insta and was like #yeah sure no #I'm still faaaaaar away from the industry standards #I studied like at three arts school and I'm still bad at drawing TAT #why is my brain not working v_v #look brain I'm showing you nice pictures learn from them #brain: no Im gonna overfixate on this left hand here and only this #anyway

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keksalot404 · 17 days ago

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Messy Sketches: YESTERDAY'S ADVENTURES with KRIS & PLAYER Edition

(WARNING: Story and Gameplay spoilers for Chapters 3 and 4 [Including Weird Route!])

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lilacjunimo · 1 year ago

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don’t mind me I’m just gonna be staring so hard at these for a while

#the bad batch season 3 #the bad batch season 3 spoilers #tbb season 3 #tbb season 3 spoilers #the bad batch #the bad batch spoilers #tech bad batch #tbb tech #why would they do this if not to haunt me #tbb season 2 #today I learned only one video can be posted at a time so enjoy these emergency gifs

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orbiiance · 2 months ago

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- point blank !! -

actually rendered something for once

#still learning how to paint and blend digitally sorry for the whacky lighting and colors #tbb #the bad batch #clone force 99 #tbb echo #ct 1409 #pretzldoodle

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derinthescarletpescatarian · 3 months ago

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I've been watching a lot of gardening/cooking/chicken keeping youtube videos lately which means I get to play the fun knife-edge game with The Algorithm where I try to stay on the hinged side of "it's convenient to have spare food and fresh vegetables, and gardening is good exercise and a great set of valuable life skills" vs "if you don't fill your bunker with myalar bags of deoxygenated food and homebrewed alcohol today then when the libs collapse the government you'll starve along with your stupid woke neighbours"

#also fun is #here are some fun meals you can batch cook to save time and money #vs after my sixth child was born I had to learn these tips and tricks to survive so here they are so you too can be the perfect stay at hom #mother like every good woman should be #I am an expert at dodging These Tips Will Change Your Life If You Buy These Ten Products Via My Affiliate Links #they never have any subtlety

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dinkybirb · 10 months ago

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lady bugs and yuri crocbug doodles 🎪🐊

#buggy #sir crocodile #crocbug #one piece #this is batch one of three; im trying to learn not to dump all my art at once u__u #dinky draws

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laughhardrunfastbekindsblog · 1 year ago

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We've seen Tech with many expressions - happy, thoughtful, calculating, curious, determined, uncertain, exasperated, sad, awed, concerned, even angry - but I think this scene, when Tech's plan involved the Marauder being impounded and Hunter informs Tech that Omega is on the ship, is the one and only time we see him with "OOPS" face.