sampling

11 problems

• Fisher-Yates shuffleEasy
• Generate random subsets (bootstrap)Easy
• Inverse-transform samplingEasy
• Rejection samplingMedium
• Repetition penalty (HuggingFace-style)Medium
• Reservoir samplingMedium
• Speculative decoding verificationMedium
• Temperature scalingEasy
• Top-k samplingEasy
• Top-p (nucleus) samplingMedium
• Weighted multinomial samplingEasy