diff --git a/01-tensor_tutorial.ipynb b/01-tensor_tutorial.ipynb
index 1f913f63d..22aa159f9 100644
--- a/01-tensor_tutorial.ipynb
+++ b/01-tensor_tutorial.ipynb
@@ -706,7 +706,7 @@
    "outputs": [],
    "source": [
     "# Set default plots\n",
-    "from plot_lib import set_default\n",
+    "from res.plot_lib import set_default\n",
     "from matplotlib import pyplot as plt\n",
     "set_default()"
    ]
diff --git a/02-space_stretching.ipynb b/02-space_stretching.ipynb
index 7d0fdd2ec..ff282ad2b 100644
--- a/02-space_stretching.ipynb
+++ b/02-space_stretching.ipynb
@@ -9,7 +9,7 @@
     "# Load libraries\n",
     "import torch\n",
     "import torch.nn as nn\n",
-    "from plot_lib import set_default, show_scatterplot, plot_bases\n",
+    "from res.plot_lib import set_default, show_scatterplot, plot_bases\n",
     "from matplotlib.pyplot import plot, title, axis"
    ]
   },
diff --git a/04-spiral_classification.ipynb b/04-spiral_classification.ipynb
index 8ac754356..af282ec5f 100644
--- a/04-spiral_classification.ipynb
+++ b/04-spiral_classification.ipynb
@@ -26,7 +26,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "from plot_lib import plot_data, plot_model, set_default"
+    "from res.plot_lib import plot_data, plot_model, set_default"
    ]
   },
   {
diff --git a/05-regression.ipynb b/05-regression.ipynb
index 915d16d0d..1c371c5cf 100644
--- a/05-regression.ipynb
+++ b/05-regression.ipynb
@@ -27,7 +27,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "from plot_lib import plot_data, plot_model, set_default\n",
+    "from res.plot_lib import plot_data, plot_model, set_default\n",
     "from matplotlib import pyplot as plt"
    ]
   },
diff --git a/06-convnet.ipynb b/06-convnet.ipynb
index d0163339d..99ddb18de 100644
--- a/06-convnet.ipynb
+++ b/06-convnet.ipynb
@@ -33,7 +33,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "from plot_lib import plot_data, plot_model, set_default"
+    "from res.plot_lib import plot_data, plot_model, set_default"
    ]
   },
   {
diff --git a/07-listening_to_kernels.ipynb b/07-listening_to_kernels.ipynb
index c9796d531..645535ec3 100644
--- a/07-listening_to_kernels.ipynb
+++ b/07-listening_to_kernels.ipynb
@@ -30,7 +30,7 @@
    "outputs": [],
    "source": [
     "# My input signal x == x[k], sampling of the real, time continuous, x(t)\n",
-    "x, sampling_rate = librosa.load('./win_xp_shutdown.wav')"
+    "x, sampling_rate = librosa.load('./res/win_xp_shutdown.wav')"
    ]
   },
   {
@@ -55,7 +55,7 @@
    "outputs": [],
    "source": [
     "# Loading interactive visualisation...\n",
-    "from plot_lib import set_default\n",
+    "from res.plot_lib import set_default\n",
     "import matplotlib.pyplot as plt\n",
     "import numpy as np"
    ]
@@ -126,7 +126,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "![score](score.png)"
+    "![score](res/score.png)"
    ]
   },
   {
diff --git a/08-seq_classification.ipynb b/08-seq_classification.ipynb
index c18503c74..aba46e5d8 100644
--- a/08-seq_classification.ipynb
+++ b/08-seq_classification.ipynb
@@ -37,7 +37,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "from sequential_tasks import TemporalOrderExp6aSequence"
+    "from res.sequential_tasks import TemporalOrderExp6aSequence"
    ]
   },
   {
@@ -239,7 +239,7 @@
    "outputs": [],
    "source": [
     "import matplotlib.pyplot as plt\n",
-    "from plot_lib import set_default"
+    "from res.plot_lib import set_default"
    ]
   },
   {
diff --git a/09-echo_data.ipynb b/09-echo_data.ipynb
index e425b72dd..decabc593 100644
--- a/09-echo_data.ipynb
+++ b/09-echo_data.ipynb
@@ -15,7 +15,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "from sequential_tasks import EchoData\n",
+    "from res.sequential_tasks import EchoData\n",
     "import torch\n",
     "import torch.nn as nn\n",
     "# import torch.nn.functional as F\n",
diff --git a/13-bayesian_nn.ipynb b/13-bayesian_nn.ipynb
index 0019bbd7f..77aaf13dc 100644
--- a/13-bayesian_nn.ipynb
+++ b/13-bayesian_nn.ipynb
@@ -9,7 +9,7 @@
     "import torch\n",
     "from torch import nn, optim\n",
     "from matplotlib import pyplot as plt\n",
-    "from plot_lib import set_default"
+    "from res.plot_lib import set_default"
    ]
   },
   {
diff --git a/14-truck_backer-upper.ipynb b/14-truck_backer-upper.ipynb
index eccb43200..62b9ed98f 100644
--- a/14-truck_backer-upper.ipynb
+++ b/14-truck_backer-upper.ipynb
@@ -27,8 +27,8 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "Car-trailer diagram (inverted image `car-trainer-k.png` available as well):\n",
-    "![car-trailer](car-trailer-w.png)\n",
+    "Car-trailer diagram (inverted image `res/car-trainer-k.png` available as well):\n",
+    "![car-trailer](res/car-trailer-w.png)\n",
     "\n",
     "Car-trailer equation:\n",
     "\\begin{align}\n",
diff --git a/car-trailer-k.png b/res/car-trailer-k.png
similarity index 100%
rename from car-trailer-k.png
rename to res/car-trailer-k.png
diff --git a/car-trailer-w.png b/res/car-trailer-w.png
similarity index 100%
rename from car-trailer-w.png
rename to res/car-trailer-w.png
diff --git a/plot_lib.py b/res/plot_lib.py
similarity index 100%
rename from plot_lib.py
rename to res/plot_lib.py
diff --git a/score.png b/res/score.png
similarity index 100%
rename from score.png
rename to res/score.png
diff --git a/sequential_tasks.py b/res/sequential_tasks.py
similarity index 100%
rename from sequential_tasks.py
rename to res/sequential_tasks.py
diff --git a/win_xp_shutdown.wav b/res/win_xp_shutdown.wav
similarity index 100%
rename from win_xp_shutdown.wav
rename to res/win_xp_shutdown.wav