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Algorithm Aligator

Algorithm Alligator

In a swamp of puzzles, deep and green,
An alligator's mind was sharp and lean.
He broke down problems, bit by bit,
And solved them all, with his logical wit.
That clever gator, with a logical mind,
Left other swamp creatures far behind!

Bayesian Bird

The Bayesian Bird, oh so wise,
Updating thoughts before his eyes.
Each new fact, he'd ponder deep,
Adjusting beliefs, with every peep.
In his cozy nest, he'd think it through,
A Bird, with a statistical view!

B
Chatbot Cat

Chatbot Cat

In a world of bytes and virtual mice,
There lived a cat, so chatty and nice.
With a click of a mouse or a tap on a screen,
The Chatbot Cat would always be seen.
Ready to talk, whenever you may,
The Chatbot Cat, your friend every day!

Deep Learning Dog

There was a dog who loved to learn,
For knowledge, he would always yearn.
He'd study hard, both night and day,
In such a fun and playful way.
No problem was too big or small,
The Deep Learning Dog knew it all!

Deep Learning
Embedding

Encoder Elephant

In the jungle, an elephant abounds,
With a memory that astounds!
Encoding sights, sounds, and smells,
From the river to the distant dells.
Storing it all, with a trunk so grand,
A walking library, across the land!

Fuzzy Logic Fox

In the forest, where the shadows play,
Lives a fox who thinks in shades of gray.
With fuzzy logic, he ponders each quest,
No black or white, just what fits best.
He seeks the truth, with a swish of his tail,
The Fuzzy Logic Fox, forever unveiled!

Feature Extraction
Gradient Descent

Gradient Descent Giraffe

Gradient Giraffe, with spots so bright,
Descends the slope, learning with delight.
Mistakes grow smaller, with each graceful stride,
Uncovering answers, where they reside.
Leaping and learning, the giraffe stands tall,
Mastering riddles, conquering them all!

Hyperparameter Hippo

Hippo tweaks with a splash,
Diving deep in settings brash.
Knobs turn, combos brew,
Searching for the best view.
Curiosity guides the way,
To find the perfect play!

Heuristic
Inference

Inference Iguana

The Inference Iguana, a detective so green,
Analyzing clues, with a mind so keen.
Connecting the dots, it starts to see,
The hidden patterns, the mystery's key.
With a confident twirl and a knowing gaze,
Inference Iguana solves the maze!

Jacobian Jaguar

In the jungle's shade, the Jaguar dreams,
Spots like numbers, in moonlight gleams.
Jacobian thoughts, behind sleepy eyes,
Mapping out patterns, in contrasting ties.
A coat of equations, both wild and neat,
Connecting the dots, in a black and white beat.

Jacobian Matrix
K-nearest Neighbors

K-means Koala

Cuddly Koala, with a clustering flair,
Grouping data, without a care.
Patterns found, with a curious gaze,
Sorting things out, in a fuzzy daze.
Gentle hands, making order sweet,
K-means Koala, a clustering treat!

Loss Lemur

Loss Lemur, small and bright,
Lived in a land of wrong and right.
Searching high and searching low,
Helping answers softly grow.
With a gentle nudge and smile,
He untangled messes for a while.

Learning Rate
Markov Monkey

Markov Monkey

Markov the Monkey, with a gleeful grin,
Hops between states, a new game to begin.
Curly tail swishing, a future to weave,
"This might come next!", the monkey believes.
Leaping and guessing, with every bound,
Markov's predictions make the world go round!

Neuron Newt

Neuron Newt, so quick and bright,
Sends signals through the neural night.
Zipping thoughts from head to toe,
Making minds learn and grow.
Flashing, buzzing, dance divine,
Neuron Newt, the brain's headline!

Neural Network
Optimization

Overfitting Owl

Overfitting Owl, stuffed with facts,
Forgot how to think, relax.
Cramming facts, he lost the plot,
New things came, wisdom forgot!
But then he saw, with clearer sight,
Balance is key, for wiser flight!

Parameter Penguin

Param Penguin, wise and keen,
Adjusts her world, a sorting queen.
With sliding scales and measures bright,
She finds the balance, sets things right.
Sweet or sour, soft or strong,
Param's tweaks make worlds belong.

Perceptron
Quantization

Quantum Quail

In a world where nothing's quite clear,
A quantum quail, it does appear.
Existing here, and also there,
Probability, its constant care.
But when observed, the game's complete,
Collapsing to one, a quantum feat!

Recurrent Raccoon

A raccoon with stripes, oh so fine,
Remembers the past, like a cosmic sign!
Looping memories, round and round,
In songs and stories, patterns abound!
With swirling thoughts, and a silly grin,
This raccoon's tales never end, they spin!

Reinforcement Learning
Supervised Learning

Sigmoid Squirrel

In a forest, numbers grew too grand,
Sigmoid Squirrel lent a helping hand.
With a special curve, he made them small,
Squishing giants, once and for all.
Big to little, he knew the way,
Sigmoid Squirrel saved the day!

Transformer Toucan

Words swirled and danced, what a sight,
Transformer Toucan took playful flight.
Words flew by, a colorful spree,
The bird made rhymes, so merrily.
"Silly poems are the best!" it squawked so clear,
Bringing laughter, far and near.

Transfer Learning
Unsupervised Learning

Unsupervised Unicorn

Sparkles so bright, a horn aglow,
A Unicorn seeks what others don't know.
In swirling colors, shapes take flight,
Patterns emerge, with magical light.
No labels to guide, no lessons to bind,
The Unicorn discovers a rainbow in its mind.

Vectorizing Viper

Vectorizing Viper, scales so green,
Turns pictures into something unseen!
Shapes and colors twist and play,
Changing into numbers in a special way.
Wiggles stretch and reach so far,
Squiggles point, like guiding stars!

Variational Autoencoder
Weight Initialization

Weighted Wolf

Weighted Wolf, with mind so keen,
Analyzes all, a thoughtful scene.
"This one matters, that one less,"
Importance shifts with each caress.
Adjusting weights, both high and low,
Weighted Wolf helps knowledge grow.

Xavier Xenops

Xavier Xenops, a bright little bird,
Found numbers were fun, not just a word.
With wisdom and bright eyes, he'd balance away,
Equations 'neath forest skies all day.
The trees needed roots, deep in the ground.
Xavier knew which numbers were sound.

Xavier Initialization
Yann LeCun

YOLO Yak

A blink of an eye, so swift and true,
YOLO Yak knows what to do.
The world unfurls, a scene so bright,
Objects found with focused light.
From bustling streets to skies so vast,
YOLO Yak sees, ever fast.

Zero-Shot Zebra

Stripes all askew, a zany array,
Solving fresh problems in its unique way.
Zero-Shot Zebra, no lessons to heed,
Yet puzzles and pictures, it can read.
With kicks and snorts, "Aha! Now I see!"
Adapting and changing till night's reverie.

Zero-shot Learning