diff --git a/website/docs/_api-matcher.jade b/website/docs/_api-matcher.jade
index eb5f71029..bfe79f92d 100644
--- a/website/docs/_api-matcher.jade
+++ b/website/docs/_api-matcher.jade
@@ -6,7 +6,7 @@
     +h(2, "matcher", "https://github.com/" + SOCIAL.github + "/spaCy/blob/master/spacy/matcher.pyx")
         | #[+tag class] Matcher
 
-    p A full example can be found #[a(href="https://github.com/" + SOCIAL.github + "blob/master/examples/matcher_example.py") here].
+    p A full example can be found #[a(href="https://github.com/" + SOCIAL.github + "/spaCy/blob/master/examples/matcher_example.py") here].
 
     +table(["Usage", "Description"])
             +row
diff --git a/website/docs/tutorials/training.jade b/website/docs/tutorials/training.jade
index 2d23853b2..9373087da 100644
--- a/website/docs/tutorials/training.jade
+++ b/website/docs/tutorials/training.jade
@@ -19,7 +19,7 @@ p I'll start with some quick code examples, that describe how to train each mode
 
     tagger.model.end_training()
 
-p #[+a("https://github.com/" + SOCIAL.github + "/spaCy/examples/training/train_tagger.py") Full example]
+p #[+a("https://github.com/" + SOCIAL.github + "/spaCy/blob/master/examples/training/train_tagger.py") Full example]
 
 +h(2, "train-entity") Training the named entity recognizer
 
@@ -37,7 +37,7 @@ p #[+a("https://github.com/" + SOCIAL.github + "/spaCy/examples/training/train_t
 
     entity.model.end_training()
 
-p #[+a("https://github.com/" + SOCIAL.github + "/spaCy/examples/training/train_ner.y") Full example]
+p #[+a("https://github.com/" + SOCIAL.github + "/spaCy/blob/master/examples/training/train_ner.y") Full example]
 
 +h(2, "train-entity") Training the dependency parser
 
@@ -54,7 +54,7 @@ p #[+a("https://github.com/" + SOCIAL.github + "/spaCy/examples/training/train_n
 
     parser.model.end_training()
 
-p #[+a("https://github.com/" + SOCIAL.github + "/spaCy/examples/training/train_parser.py") Full example]
+p #[+a("https://github.com/" + SOCIAL.github + "/spaCy/blob/master/examples/training/train_parser.py") Full example]
 
 +h(2, 'feature-templates') Customising the feature extraction