doc(README): add details regarding type, range and distribution of the numbers used in the symbolic expressions
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README.md
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It is provided for demonstration and experimentation purposes only.
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It pairs symbolic math expressions using basic operators (`+`, `-`, `/`, `*`) and parentheses for grouping, with symbolic DSL function calls compatible with the module **DIA intent sequencer** format. Function and parameter names are randomized to help reduce memorization, encouraging structural reasoning.
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The dataset was programmatically generated using [`calculator_synthetic_data_generator.py`](https://github.com/gh9869827/fifo-dev-dsl/blob/main/fifo_dev_dsl/dia/demo/calculator_synthetic_data_generator.py), which builds symbolic expressions and randomized tool mappings.
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## ⚠️ Disclaimer & Limitations
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This dataset was programmatically generated for demonstration and experimentation purposes. It is intended solely for prototyping models for the [DIA DSL module](https://github.com/gh9869827/fifo-dev-dsl/tree/main/fifo_dev_dsl/dia).
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It focuses on four basic arithmetic operations and does not reflect real-world data distributions or edge cases. The dataset should be independently evaluated and extended to meet the specific requirements of any use case.
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It is provided for demonstration and experimentation purposes only.
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It pairs symbolic math expressions using basic operators (combining integers with the operators `+`, `-`, `/`, `*`) and parentheses for grouping, with symbolic DSL function calls compatible with the module **DIA intent sequencer** format. Function and parameter names are randomized to help reduce memorization, encouraging structural reasoning. Numbers in the symbolic expressions are randomized integers between -99999 and 99999, sampled to cover and balance different number lengths (1-digit to 5-digit numbers).
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The dataset was programmatically generated using [`calculator_synthetic_data_generator.py`](https://github.com/gh9869827/fifo-dev-dsl/blob/main/fifo_dev_dsl/dia/demo/calculator_synthetic_data_generator.py), which builds symbolic expressions and randomized tool mappings.
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## ⚠️ Disclaimer & Limitations
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This dataset was [programmatically generated](https://github.com/gh9869827/fifo-dev-dsl/blob/main/fifo_dev_dsl/dia/demo/calculator_synthetic_data_generator.py) for demonstration and experimentation purposes. It is intended solely for prototyping models for the [DIA DSL module](https://github.com/gh9869827/fifo-dev-dsl/tree/main/fifo_dev_dsl/dia).
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It focuses on four basic arithmetic operations and does not reflect real-world data distributions or edge cases. The dataset should be independently evaluated and extended to meet the specific requirements of any use case.
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