diff --git a/README.md b/README.md
index 38ba2e2..b221b33 100644
--- a/README.md
+++ b/README.md
@@ -25,8 +25,7 @@ To install InSilicoSeq, type the following in your terminal:
 Alternatively, with docker:
 
 ```shell
-docker pull hadrieng/insilicoseq:0.3.0
-docker run -it --rm hadrieng/insilicoseq:0.3.0 iss
+docker pull hadrieng/insilicoseq:0.4.0
 ```
 
 ## Usage
@@ -60,6 +59,9 @@ iss generate --genomes genomes.fasta -n 10000000 --model_file my_model.npz \
 --output my_model_reads
 ```
 
+For more examples and a full list of options, please refer to the full
+[documentation](http://insilicoseq.readthedocs.io)
+
 ### Generate reads without input genomes
 
 We can download some for you! InSilicoSeq can download random genomes from the
diff --git a/setup.py b/setup.py
index 3d675eb..4324ce4 100644
--- a/setup.py
+++ b/setup.py
@@ -5,12 +5,12 @@
 
 setup(
     name='InSilicoSeq',
-    version='0.3.0',
+    version='0.4.0',
 
     description='a sequencing simulator',
 
     url='https://github.com/HadrienG/InSilicoSeq',
-    download_url='https://github.com/HadrienG/InSilicoSeq/tarball/0.3.0',
+    download_url='https://github.com/HadrienG/InSilicoSeq/tarball/0.4.0',
     author='Hadrien Gourlé',
     author_email='hadrien.gourle@slu.se',