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rtjoa authored Sep 7, 2024
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# Learning generator probabilities in Dice

Once the installation (see [`README.md`](../../README.md)) is complete, see [`test/tours/tour_1_core.jl`](../../test/tours/tour_1_core.jl) for a quick start to Dice.jl. Then, see [`test/tours/tour_2_learning.jl`](test/tours/tour_2_learning.jl) for an introduction to learning probabilities with MLE in Dice.jl.
Once the installation (see [`README.md`](../README.md)) is complete, see [`test/tours/tour_1_core.jl`](../test/tours/tour_1_core.jl) for a quick start to Dice.jl. Then, see [`test/tours/tour_2_learning.jl`](../test/tours/tour_2_learning.jl) for an introduction to learning probabilities with MLE in Dice.jl.

The following related programs are included. The expected output of each is in a comment at the bottom of the file.
- Generator for nat lists ([`examples/demo_natlist.jl`](../../examples/demo_natlist.jl))
- Generator for nat lists ([`examples/demo_natlist.jl`](../examples/demo_natlist.jl))
- Given a generator for nat lists with a hole dependent on size, chooses probabilities such that the list has uniform length.
- Generator for binary search trees ([`examples/demo_bst.jl`](../../examples/demo_bst.jl))
- Generator for binary search trees ([`examples/demo_bst.jl`](../examples/demo_bst.jl))
- Given a generator for binary search trees with a hole dependent on size, chooses probabilities such that the tree has uniform depth.
- 50 example generated BSTs are visible at [`examples/qc/examples/samples/bst.txt`](examples/samples/bst.txt)
- Generator for well-typed, simply-typed lambda calculus expressions ([`benchmarks`](benchmarks))
- Configure and run [`benchmarks/main.jl`](benchmarks/main.jl)
- 50 example generated BSTs are visible at [`examples/qc/examples/samples/bst.txt`](../examples/samples/bst.txt)

Please note: the programs expected to run on this version of Dice.jl are the above examples and the tests. Other examples are known to be broken.

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