[Verse 1]
NumPy arrays slice through calculations clean
Pandas frames wrangle data streams pristine
Scikit-learn algorithms cluster and classify
Matplotlib paints charts that reach the sky
Seaborn's statistical plots reveal what's hidden
While data scientists craft insights unbidden
[Chorus]
Stack these packages like building blocks of code
NumPy Pandas Torch will lighten up your load
Transformers FastAPI serve intelligence bright
Core Python packages amplify your might
[Verse 2]
PyTorch tensors flow through neural networks deep
Torchvision processes pixels while you sleep
Torchaudio waves transform to spectrograms
While gradient descent optimizes all your plans
Transformers tokenize language into vectors
Datasets fuel your model's neural collectors
[Chorus]
Stack these packages like building blocks of code
NumPy Pandas Torch will lighten up your load
Transformers FastAPI serve intelligence bright
Core Python packages amplify your might
[Bridge]
Accelerate training across your GPU farm
PEFT fine-tunes models without causing harm
LangChain orchestrates agents on demand
LlamaIndex retrieves knowledge from your brand
ChromaDB vectors store embeddings neat
While MLflow tracks experiments complete
[Verse 3]
Wandb dashboards visualize your model's score
FastAPI endpoints serve predictions and more
Uvicorn launches servers lightning quick
Docker containers make deployment slick
Fairlearn audits bias in your machine
SHAP explains predictions crystal clean
[Outro]
From LIME's local explanations clear
To Opacus privacy techniques you hold dear
These packages form your AI arsenal strong
Master each library and you can't go wrong