final-clean

Author: Edmund Cape

src/linalg/basic/matrix.rs

@@ -386,11 +386,6 @@ impl<T: Debug + Display + Copy + Sized> Array<T, (usize, usize)> for DenseMatrix
         let (row, col) = pos;
         let idx_target = col * self.nrows + row;
 
-        println!("------ 🦀 ----- 📋 target: {}", self.values.len());
-        println!("------ 🦀 ----- 📋 nrows: {}", &self.nrows);
-        println!("row: {} col: {}", &row, &col);
-        println!("DenseMatrix get target: {}", idx_target);
-
         if row >= self.nrows || col >= self.ncols {
             panic!(
                 "Invalid index ({},{}) for {}x{} matrix",

src/linear/logistic_regression.rs

@@ -561,7 +561,6 @@ impl<TX: Number + FloatNumber + RealNumber, TY: Number + Ord, X: Array2<TX>, Y:
         };
         let optimizer: LBFGS = Default::default();
 
-        println!("------ optimizer 🦀 ------");
         optimizer.optimize(&f, &df, &x0, &ls)
     }
 }

src/optimization/first_order/lbfgs.rs

@@ -246,7 +246,6 @@ impl<T: FloatNumber + RealNumber> FirstOrderOptimizer<T> for LBFGS {
     ) -> OptimizerResult<T, X> {
         let mut state = self.init_state(x0);
 
-        println!("---- 🦀 ------");
         df(&mut state.x_df, x0);
 
         let g_converged = state.x_df.norm(std::f64::INFINITY) < self.g_atol;