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PySR

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Fix arxiv link for readthedocs
10e246a

MilesCranmer commited on

Track frequency of complexities, and try to invert
15fbc5f

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Idea for not having to deal with parsimony
c6b4cc5

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Allow for different mult complexity on each side
17d8a3e

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Iterate version - operator constraints
9df0659

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Fix location of constraint-checking
b0c942c

MilesCranmer commited on

Add feature for operator-level size constraints
e68c63f

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Just add back py-generated eval tree array
a06de5e

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Reset to last working copy
1f4e612

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Manual loop faster than broadcast
d80a372

MilesCranmer commited on

Back to regular broadcast
7f9f476

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Use egal instead of equal for many ops
6fa78c9

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Move entire operator loop to code generation
1d23dc2

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Improve readability for user-defined operator code
32f7c64

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Simplify subtraction operation
c1c031f

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Update README.md
c8b410f
unverified

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Add square and cube operators
c835184

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=== rather than == for checking pow operator
9fe2f40

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Iterate version - simplify power laws
5a98feb

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Describe how to limit power complexity
ef62619

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Add way of limiting the complexity of power operators
aea0528

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Evaluate individuals on whole dataset after a round is over
574628b

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Compare address to nothing; rather than value
7c303e1

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Record benchmark for version
5b1c837

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Change id function to not be anon
e277165

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Clean up output functions
cc6661a

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Remove extra newline
177b7cc

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Make fast power portable
14f69cf

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Meta-program branching table rather than array of operators
e2ae8ef

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Merge branch 'master' of github.com:MilesCranmer/PySR into master
d781e18

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Force all operators to be fast versions
211c6a7

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Add subtraction operator
399aef5

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Link back to repo from index
0d82add

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Add option to slowly increase maxsize
fe36e3a

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Reset global equation file name
964b669

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Describe cycles per iteration
fef663e

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Iterate version - fix endless waiting for process
29c2ee2

MilesCranmer commited on

Fix endless waiting for process
e8639b3

MilesCranmer commited on

Improve docstrings for post-hoc analysis
a8ee367

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Describe best() more in-depth in docs
68df0bb

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Iterate version - docs+post printing
b3b3344

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Fix printed score; demonstrate best() function
59cf3d0

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Document best() functions
378fe0d

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Allow early quit + can pretty-print best equation
bf37f2a

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Save hall of fame to a backup to prevent deletions
ac2e8e0

MilesCranmer commited on

Combine todo items
c57ba15

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Rearrange operators section
a65054b

MilesCranmer commited on

Change table of contents ordering
d67af40

MilesCranmer commited on