Glossary entry
स्टोकास्टिक ग्र्याडियन्ट डिसेन्ट
Definition (English)
Gradient descent that updates weights using small random batches for speed.
अर्थ (नेपालीमा)
गति बढाउन साना अनियमित ब्याच प्रयोग गरी वजन अद्यावधिक गर्ने ग्र्याडियन्ट डिसेन्ट।
Related terms
Gradient Clipping
ग्र्याडियन्ट क्लिपिङ
Capping gradient size during training to prevent unstable, exploding updates.
Gradient Descent
ग्र्याडियन्ट डिसेन्ट
An optimization method that gradually reduces error by adjusting parameters step by step.
Momentum
मोमेन्टम
An optimization trick that uses past updates to speed up and smooth learning.
Optimizer
अप्टिमाइजर
An algorithm like Adam that updates model weights to minimize the loss.
Backpropagation
ब्याकप्रोपागेसन
The algorithm that adjusts weights by sending error signals backward through the network.
Bagging
ब्यागिङ
Training many models on random data subsets and averaging them to reduce variance.
Batch
ब्याच
A small subset of training data processed together in one step of training.
Copilot
कोपाइलट / सहचालक
An AI assistant that works alongside a person to speed up tasks like coding or writing.