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This is the data accompanying the paper Deep Reinforcement Learning for Synthesizing Functions in Higher-Order Logic.

Synthesis problems and solutions

The generated datasets are located in the combin_target and dioph_target directories. The file train_export contains training problems, and test_export contains testing problems. Each problem is followed by one possible solution on the next line.

The other files in these directories contains the same data in a format easily readable from HOL4. To be able to re-use the datasets in the HOL4 format for combinators, one need to switch to the commit bcd916d1251cced25f45c90e316021d0fd8818e9 as the format for exporting terms was recently updated.

TPTP problems

The TPTP problems for combinators are available in the TPTP/train/i and TPTP/test/i directories.

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