Markov Chain Demo
The Markov Chain Demo is an interactive tool designed to help users explore and experiment with n-grams, which are statistical models that predict the next item in a sequence based on the previous items. This demo serves as a practical introduction to the concepts behind language modeling and is particularly useful for educators, students, and anyone interested in the foundations of artificial intelligence and natural language processing.
Key Features:
- Interactive Interface: Users can input text and see how the Markov model generates new sequences based on the input.
- Educational Tool: Ideal for teaching concepts related to language models and statistics.
- Exploration of N-grams: Users can tinker with different n-gram sizes to see how it affects the output.
Use Cases:
- Educational Settings: Perfect for classrooms focusing on AI, statistics, or language studies.
- Research: Useful for researchers exploring the foundations of language models and their applications in AI.
- Personal Projects: Great for hobbyists looking to understand or implement basic language generation techniques.