From fb04c8e8a82e20900ad8c15d7c9043475f453120 Mon Sep 17 00:00:00 2001
From: Francisco Berchez Moreno <i72bemof@uco.es>
Date: Tue, 23 Jan 2024 08:48:40 +0100
Subject: [PATCH] Versions update in github actions

---
 .github/workflows/run_tests.yml          |  8 ++++----
 dlordinal/estimator/pytorch_estimator.py |  2 +-
 tutorials/ecoc_tutorial.ipynb            | 26 ++----------------------
 3 files changed, 7 insertions(+), 29 deletions(-)

diff --git a/.github/workflows/run_tests.yml b/.github/workflows/run_tests.yml
index 7559fe7..ea5d81c 100644
--- a/.github/workflows/run_tests.yml
+++ b/.github/workflows/run_tests.yml
@@ -14,10 +14,10 @@ jobs:
 
     steps:
     - name: Checkout repository
-      uses: actions/checkout@v2
+      uses: actions/checkout@v4
 
     - name: Set up Python
-      uses: actions/setup-python@v2
+      uses: actions/setup-python@v5
       with:
         python-version: 3.8
 
@@ -38,10 +38,10 @@ jobs:
 
     steps:
     - name: Checkout repository
-      uses: actions/checkout@v2
+      uses: actions/checkout@v4
 
     - name: Set up Python
-      uses: actions/setup-python@v2
+      uses: actions/setup-python@v5
       with:
         python-version: 3.8
 
diff --git a/dlordinal/estimator/pytorch_estimator.py b/dlordinal/estimator/pytorch_estimator.py
index 2978b26..cd33e04 100644
--- a/dlordinal/estimator/pytorch_estimator.py
+++ b/dlordinal/estimator/pytorch_estimator.py
@@ -23,7 +23,7 @@ class PytorchEstimator(BaseEstimator):
         A Pytorch device.
     max_iter : int
         The maximum number of iterations.
-    \**kwargs : dict
+    **kwargs : dict
         Additional keyword arguments.
     """
 
diff --git a/tutorials/ecoc_tutorial.ipynb b/tutorials/ecoc_tutorial.ipynb
index 9555460..fcf1ad1 100644
--- a/tutorials/ecoc_tutorial.ipynb
+++ b/tutorials/ecoc_tutorial.ipynb
@@ -73,31 +73,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Downloading http://yanweifu.github.io/FG_NET_data/FGNET.zip to datasets/fgnet/fgnet.zip\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "100%|██████████| 46221653/46221653 [00:01<00:00, 40386000.42it/s]\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Extracting datasets/fgnet/fgnet.zip to datasets/fgnet\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "fgnet = FGNet(root=\"./datasets/fgnet\", download=True, process_data=True)\n",
     "\n",