Drawing Probability Trees by Hand Is Annoying, So I Built This

Описание и применение

ProbPath автоматически преобразует естественный язык в визуальное дерево вероятностей, вычисляя условные вероятности и обеспечивая проверку корректности, а затем позволяет пользователю редактировать и экспортировать результат.

Задача

Creating probability trees manually is tedious and error‑prone, especially when the scenario involves conditional probabilities and multiple stages.

Результат

ProbPath reduces the time to create accurate probability trees, ensures mathematical correctness through deterministic validation, and provides an editable interface that supports iterative refinement.

Рабочий процесс

• Describe the probability scenario in natural language
• AI interprets the text into a structured probability model
• Deterministic code calculates all conditional probabilities
• The system validates probability sums and consistency
• A visual probability tree is rendered
• Users can edit nodes, probabilities, or structure
• Recalculation and validation run automatically
• Export the final tree for sharing or documentation

Доказательства

Use AI to understand the problem. Use deterministic code to calculate the probabilities.

Источник

The system needs to understand the scenario, identify events and outcomes, calculate conditional probabilities, validate the math, position the nodes, and still make the result easy to edit.

Источник