diff --git a/README.md b/README.md
index 7ff608b..aa1b4b8 100644
--- a/README.md
+++ b/README.md
@@ -1,9 +1,11 @@
+Enable virtualenv and run:
+
 Turn numbered svgs into usable arrays:
 ```
 python create_dataset.py --dataset_dir datasets/naam6/
 ```
 
-Train algorithm: (save often, as we'll use the intermediate steps)
+Train algorithm: (save often, as we'll use the intermediate steps) 
 ```
 #sketch_rnn_train --log_root=models/naam6 --data_dir=datasets/naam6 --hparams="data_set=[diede.npz,blokletters.npz],dec_model=layer_norm,dec_rnn_size=450,enc_model=layer_norm,enc_rnn_size=300,save_every=50,grad_clip=1.0,use_recurrent_dropout=0,conditional=True,num_steps=5000"
 sketch_rnn_train --log_root=models/naam6 --data_dir=datasets/naam6 --hparams="data_set=[diede.npz,blokletters.npz],dec_model=layer_norm,dec_rnn_size=450,enc_model=layer_norm,enc_rnn_size=300,save_every=50,grad_clip=1.0,use_recurrent_dropout=0,conditional=True,num_steps=5000
diff --git a/requirements.txt b/requirements.txt
new file mode 100644
index 0000000..55ccac1
--- /dev/null
+++ b/requirements.txt
@@ -0,0 +1,55 @@
+audioread==2.1.8
+backports.tempfile==1.0
+backports.weakref==1.0.post1
+bokeh==1.3.4
+bz2file==0.98
+cachetools==3.1.1
+cffi==1.12.3
+dill==0.3.0
+dopamine-rl==2.0.5
+Flask==1.1.1
+gevent==1.4.0
+gin-config==0.2.0
+google-api-python-client==1.7.11
+google-auth==1.6.3
+google-auth-httplib2==0.0.3
+googleapis-common-protos==1.6.0
+greenlet==0.4.15
+gunicorn==19.9.0
+gym==0.14.0
+intervaltree==3.0.2
+itsdangerous==1.1.0
+kfac==0.2.0
+librosa==0.7.0
+llvmlite==0.29.0
+magenta==1.1.2
+mesh-tensorflow==0.0.5
+mido==1.2.6
+mir-eval==0.5
+mpmath==1.1.0
+networkx==1.8.1
+numba==0.45.1
+oauth2client==4.1.3
+opencv-python==4.1.0.25
+packaging==19.1
+pkg-resources==0.0.0
+pretty-midi==0.2.8
+promise==2.2.1
+pycparser==2.19
+pyglet==1.3.2
+pygtrie==2.3.2
+pypng==0.0.20
+python-rtmidi==1.1.2
+rdp==0.8
+resampy==0.2.2
+rsa==4.0
+sk-video==1.1.10
+sonnet==0.1.6
+SoundFile==0.10.2
+sox==1.3.7
+sympy==1.4
+tensor2tensor==1.13.4
+tensorflow-datasets==1.2.0
+tensorflow-metadata==0.14.0
+tensorflow-probability==0.7.0
+uritemplate==3.0.0