What is PyTorch?PyTorch kya hai?

🧸 Think of it likeAise samjho

Like a well stocked workshop with ready tools for building and training neural networks in Python.Ek bhari hui workshop jaisa jismein Python mein neural networks banane aur train karne ke ready tools hain.

📘 ExplainedVistaar se

PyTorch provides tensors (arrays on GPUs), automatic gradients, layers and optimisers. Most research and many production models use it, and the Hugging Face ecosystem builds on it. TensorFlow and JAX are alternatives.PyTorch tensors (GPUs pe arrays), automatic gradients, layers aur optimisers deta hai. Zyaadatar research aur kai production models ise use karte hain, aur Hugging Face ecosystem isi pe bana hai. TensorFlow aur JAX alternatives hain.

💡 Real exampleAsli example

Writing a training loop for a text classifier in 30 lines of PyTorch.PyTorch ki 30 lines mein text classifier ka training loop likhna.

📖 Learn it step by stepStep by step seekho

• Neural networks: layers that learnNeural networks: layers jo seekhti hain

🔗 Related termsJude hue shabd

• Deep learningMachine learning with neural networks of many layers, great for images, speech and text.Kai layers wale neural networks ke saath machine learning, images, awaaz aur text ke liye badhiya.
• GPUA chip that does thousands of maths operations in parallel, which makes training and running AI fast.Chip jo hazaaron maths operations ek saath karta hai, jisse AI ki training aur chalaana tez hota hai.