From 57ff3626e5f7929399f1242b44ae67d947d7e9cb Mon Sep 17 00:00:00 2001
From: Vishvanathan K <vishvanathank@outlook.in>
Date: Wed, 7 Jul 2021 19:38:40 +0530
Subject: [PATCH 1/3] changed to !pip

---
 4-Classification/4-Applied/solution/notebook.ipynb | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/4-Classification/4-Applied/solution/notebook.ipynb b/4-Classification/4-Applied/solution/notebook.ipynb
index b9682048..5ed9da52 100644
--- a/4-Classification/4-Applied/solution/notebook.ipynb
+++ b/4-Classification/4-Applied/solution/notebook.ipynb
@@ -64,7 +64,7 @@
     }
    ],
    "source": [
-    "pip install skl2onnx"
+    "!pip install skl2onnx"
    ]
   },
   {

From adf07f636f8ac65e10078d480c776af3e9b490b8 Mon Sep 17 00:00:00 2001
From: Vishvanathan K <vishvanathank@outlook.in>
Date: Wed, 7 Jul 2021 19:51:14 +0530
Subject: [PATCH 2/3] Changed pip to !pip

---
 5-Clustering/1-Visualize/solution/notebook.ipynb | 2 +-
 7-TimeSeries/2-ARIMA/solution/notebook.ipynb     | 5 ++---
 2 files changed, 3 insertions(+), 4 deletions(-)

diff --git a/5-Clustering/1-Visualize/solution/notebook.ipynb b/5-Clustering/1-Visualize/solution/notebook.ipynb
index 1542549c..44c15495 100644
--- a/5-Clustering/1-Visualize/solution/notebook.ipynb
+++ b/5-Clustering/1-Visualize/solution/notebook.ipynb
@@ -61,7 +61,7 @@
     }
    ],
    "source": [
-    "pip install seaborn"
+    "!pip install seaborn"
    ]
   },
   {
diff --git a/7-TimeSeries/2-ARIMA/solution/notebook.ipynb b/7-TimeSeries/2-ARIMA/solution/notebook.ipynb
index 62ebccaa..4914ab70 100644
--- a/7-TimeSeries/2-ARIMA/solution/notebook.ipynb
+++ b/7-TimeSeries/2-ARIMA/solution/notebook.ipynb
@@ -41,7 +41,7 @@
     }
    ],
    "source": [
-    "pip install statsmodels"
+    "!pip install statsmodels"
    ]
   },
   {
@@ -354,7 +354,6 @@
     "print(results.summary())\n"
    ]
   },
-
   {
    "cell_type": "markdown",
    "metadata": {},
@@ -741,4 +740,4 @@
  },
  "nbformat": 4,
  "nbformat_minor": 2
-}
+}
\ No newline at end of file

From c1b470ce6405a8d752c766c10db7a9546d15f0a5 Mon Sep 17 00:00:00 2001
From: Vishvanathan K <vishvanathank@outlook.in>
Date: Wed, 7 Jul 2021 19:57:09 +0530
Subject: [PATCH 3/3] Change the code to match the style in repo

---
 8-Reinforcement/2-Gym/solution/notebook.ipynb | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/8-Reinforcement/2-Gym/solution/notebook.ipynb b/8-Reinforcement/2-Gym/solution/notebook.ipynb
index 49e1c43e..b6338c89 100644
--- a/8-Reinforcement/2-Gym/solution/notebook.ipynb
+++ b/8-Reinforcement/2-Gym/solution/notebook.ipynb
@@ -57,7 +57,7 @@
    ],
    "source": [
     "import sys\n",
-    "!{sys.executable} -m pip install gym \n",
+    "!pip install gym \n",
     "\n",
     "import gym\n",
     "import matplotlib.pyplot as plt\n",