update pyferebus defaults

Author: oliviaaten

ichor_core/ichor/core/files/ferebus/pyferebus_input.py

@@ -140,27 +140,27 @@ def set_write_defaults_if_needed(
         self.kpm = self.kpm or 2
         self.population_props = self.population_props or False
         self.max_iter = self.max_iter or 100
-        self.nagents = self.nagents or 50
-        self.nluckyagents = self.nluckyagents or 5
-        self.update_freq = self.update_freq or 10
+        self.nagents = self.nagents or 20
+        self.nluckyagents = self.nluckyagents or 2
+        self.update_freq = self.update_freq or 50000
         self.max_damping = self.max_damping or 2.0
         self.min_damping = self.min_damping or 0.0
         self.min_theta = self.min_theta or 0.0
-        self.max_theta = self.max_theta or 0.1
-        self.min_wn = self.min_wn or "1.0E-10"
-        self.max_wn = self.max_wn or "1.0E-4"
-        self.a_decay_factor = self.a_decay_factor or 5.0
-        self.loss = self.loss or "mse"
+        self.max_theta = self.max_theta or 1.0
+        self.min_wn = self.min_wn or "1.0E-4"
+        self.max_wn = self.max_wn or "1.0E-3"
+        self.a_decay_factor = self.a_decay_factor or 0.98
+        self.loss = self.loss or "rmse"
         self.huber_delta = self.huber_delta or 0.05
         self.mean_type = self.mean_type or 21
         self.is_constant_noise = self.is_constant_noise or True
         self.stagnation_check_point = self.stagnation_check_point or 1.2
         self.cmean_range_factor = self.cmean_range_factor or 5.0
         self.overwrite_stout = self.overwrite_stout or True
         self.max_reg_weight = self.max_reg_weight or 40000.0
-        self.reg_noise = self.reg_noise or 1.0e-4
+        self.reg_noise = self.reg_noise or 1.0e-5
         self.batch_size = self.batch_size or 250
-        self.weights_lambda = self.weights_lambda or 1.0e-10
+        self.weights_lambda = self.weights_lambda or 1.0e-12
         self.gwo_cycles = self.gwo_cycles or 1
         self.elitism = self.elitism or 1
         self.scaling = self.scaling or False