diff --git a/acme/examples/autodiff.rs b/acme/examples/autodiff.rs
index e97bb86a..9513b585 100644
--- a/acme/examples/autodiff.rs
+++ b/acme/examples/autodiff.rs
@@ -7,7 +7,7 @@
 extern crate acme;
 
 use acme::prelude::sigmoid;
-use acme::{autodiff, partial, show_item, show_streams};
+use acme::{autodiff, show_item, show_streams};
 
 macro_rules! eval {
     ($var:ident: $ex:expr) => {
diff --git a/derive/src/cmp/params/mod.rs b/derive/src/cmp/params/mod.rs
index d08b2e64..27244539 100644
--- a/derive/src/cmp/params/mod.rs
+++ b/derive/src/cmp/params/mod.rs
@@ -16,7 +16,10 @@ pub fn generate_keys(fields: &Fields, name: &Ident) -> TokenStream {
 
 fn handle_named_fields(fields: &FieldsNamed, name: &Ident) -> TokenStream {
     let FieldsNamed { named, .. } = fields;
-    let varaints = named.iter().cloned().map(| field | {
+    let fields_str = named.clone().map(|field| {
+        field.ident.unwrap()
+    });
+    let variants = named.iter().cloned().map(|field | {
         let ident = field.ident.unwrap();
         let variant_ident = format_ident!("{}", capitalize_first(&ident.to_string()));
         Variant {
@@ -26,11 +29,13 @@ fn handle_named_fields(fields: &FieldsNamed, name: &Ident) -> TokenStream {
             discriminant: None,
         }
     });
+
+
     quote! {
         #[derive(Clone, Copy, Debug, Eq, Hash, Ord, PartialEq, PartialOrd)]
         
         pub enum #name {
-            #(#varaints),*
+            #(#variants),*
         }
     }
 }
\ No newline at end of file
diff --git a/derive/src/utils.rs b/derive/src/utils.rs
index 8489ed77..5b4961c3 100644
--- a/derive/src/utils.rs
+++ b/derive/src/utils.rs
@@ -3,7 +3,7 @@
     Contrib: FL03 <jo3mccain@icloud.com>
 */
 
-
+/// A function for capitalizing the first letter of a string.
 pub fn capitalize_first(s: &str) -> String {
     s.chars()
         .take(1)
diff --git a/macros/src/lib.rs b/macros/src/lib.rs
index 73d454aa..c10c05d1 100644
--- a/macros/src/lib.rs
+++ b/macros/src/lib.rs
@@ -27,7 +27,7 @@ pub fn show_streams(attr: TokenStream, item: TokenStream) -> TokenStream {
     let input = parse_macro_input!(item as syn::ItemFn);
     println!("attr: \"{:?}\"", &attr);
     println!("item: \"{:?}\"", &input);
-    quote! { #input }.into()
+    (quote! { #input }).into()
 }
 
 #[proc_macro]
@@ -38,7 +38,7 @@ pub fn show_item(item: TokenStream) -> TokenStream {
     println!("Span (start, end): ({:?}, {:?})", span.start(), span.end());
     println!("Source File: {:?}", span.unwrap().source_file());
     println!("Source Text: {:?}", span.source_text());
-    quote! { #expr }.into()
+    (quote! { #expr }).into()
 }
 
 #[proc_macro_attribute]
@@ -47,7 +47,7 @@ pub fn partial(attr: TokenStream, item: TokenStream) -> TokenStream {
     println!("attr: \"{}\"", attr.to_string());
     // let result = ad::handle::item::handle_item(&input);
     // TokenStream::from(result)
-    quote! { #input }.into()
+    (quote! { #input }).into()
 }
 
 #[proc_macro]