PyDA Course
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Advanced ⏱ 50 min 📖 2 Lessons

Module 4: The generate_text() Function

Use random.choices to sample the next word from a bigram table and generate coherent text sequences.

randomsamplingtext-generationfunctionnlp

Lessons

1
Sampling the Next Word Use random.choices() to pick the next word from a probability distribution weighted by bigram probabilities.
Advanced ⏱ 25 min ⚡ +100 XP
→ 2
Implementing generate_text() Chain the sampling loop into a complete function that builds a sequence of words from the bigram model.
Advanced ⏱ 25 min ⚡ +100 XP
→
Bigram Probability Tables CLI Text Generator & Temperature