Glossary entry
Bayesian Optimization
बेजियन अनुकूलन
Definition (English)
An efficient method for tuning hyperparameters by modeling which settings work best.
अर्थ (नेपालीमा)
कुन सेटिङ उत्तम हुन्छ नमुना बनाएर हाइपरप्यारामिटर मिलाउने कुशल विधि।
Related terms
Other terms related to Bayesian Optimization.
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Optimization
अनुकूलन
Finding the best solution among many options according to some objective.
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A* Search
ए-स्टार खोज
A pathfinding algorithm that combines actual cost and an estimate to find the best route.
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Co-creation
सह-सिर्जना
A workflow where humans and AI collaborate iteratively to produce creative work.
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Experiment Tracking
प्रयोग ट्र्याकिङ
Recording the settings, data, and results of model experiments for comparison.
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Fine-Tuning
फाइन-ट्युनिङ
Further training a pre-trained model on specific data to specialize it for a task.
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Genetic Algorithm
आनुवंशिक एल्गोरिदम
An optimization method inspired by evolution that improves solutions over generations.
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Gradient Descent
ग्र्याडियन्ट डिसेन्ट
An optimization method that gradually reduces error by adjusting parameters step by step.
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Greedy Algorithm
लोभी एल्गोरिदम
An approach that makes the best immediate choice at each step, hoping for a good overall result.