Fix unused arguments

pysr/feynman_problems.py

@@ -3,6 +3,7 @@ import csv
 import traceback
 from .sr import pysr, best
 from pathlib import Path
+from functools import partial
 
 PKG_DIR = Path(__file__).parents[1]
 FEYNMAN_DATASET = PKG_DIR / "datasets" / "FeynmanEquations.csv"
@@ -136,7 +137,8 @@ def do_feynman_experiments_parallel(
     pool = mp.Pool()
     results = []
     with tqdm(total=len(problems)) as pbar:
-        for i, res in enumerate(pool.imap(run_on_problem, problems)):
+        f = partial(run_on_problem, verbosity=verbosity)
+        for i, res in enumerate(pool.imap(f, problems)):
             results.append(res)
             pbar.update()
     for res in results:

pysr/sr.py

@@ -491,13 +491,9 @@ def _create_julia_files(
     def_datasets,
     hyperparam_filename,
     def_hyperparams,
-    fractionReplaced,
-    ncyclesperiteration,
     niterations,
     npop,
     runfile_filename,
-    topn,
-    verbosity,
     julia_project,
     procs,
     weights,
@@ -609,12 +605,9 @@ def _make_hyperparams_julia_str(
     parsimony,
     perturbationFactor,
     populations,
-    procs,
     shouldOptimizeConstants,
     unary_operators,
     useFrequency,
-    use_custom_variable_names,
-    variable_names,
     warmupMaxsizeBy,
     weightAddNode,
     ncyclesperiteration,
@@ -630,7 +623,6 @@ def _make_hyperparams_julia_str(
     weightMutateOperator,
     weightRandomize,
     weightSimplify,
-    weights,
     tournament_selection_n,
     tournament_selection_p,
     **kwargs,