Update notebooks.

ddwapple · Dec 24, 2018 · 17d54df · 17d54df
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diff --git a/notebooks/anomaly_detection/anomaly_detection_gaussian_demo.ipynb b/notebooks/anomaly_detection/anomaly_detection_gaussian_demo.ipynb
@@ -6,6 +6,8 @@
    "source": [
     "# Anomaly Detection Using Gaussian Distribution\n",
     "\n",
+    "_Source: 🤖[Homemade Machine Learning](https://github.com/trekhleb/homemade-machine-learning) repository_\n",
+    "\n",
     "> ☝Before moving on with this demo you might want to take a look at:\n",
     "> - 📗[Math behind the Anomaly Detection](https://github.com/trekhleb/homemade-machine-learning/tree/master/homemade/anomaly_detection)\n",
     "> - ⚙️[Gaussian Anomaly Detection Source Code](https://github.com/trekhleb/homemade-machine-learning/blob/master/homemade/anomaly_detection/gaussian_anomaly_detection.py)\n",

diff --git a/notebooks/k_means/k_means_demo.ipynb b/notebooks/k_means/k_means_demo.ipynb
@@ -6,6 +6,8 @@
    "source": [
     "# K-Means Algorithm Demo\n",
     "\n",
+    "_Source: 🤖[Homemade Machine Learning](https://github.com/trekhleb/homemade-machine-learning) repository_\n",
+    "\n",
     "> ☝Before moving on with this demo you might want to take a look at:\n",
     "> - 📗[Math behind the K-Means Algorithm](https://github.com/trekhleb/homemade-machine-learning/tree/master/homemade/k_means)\n",
     "> - ⚙️[K-Means Algorithm Source Code](https://github.com/trekhleb/homemade-machine-learning/blob/master/homemade/k_means/k_means.py)\n",

diff --git a/notebooks/linear_regression/multivariate_linear_regression_demo.ipynb b/notebooks/linear_regression/multivariate_linear_regression_demo.ipynb
@@ -6,6 +6,8 @@
    "source": [
     "# Multivariate Linear Regression Demo\n",
     "\n",
+    "_Source: 🤖[Homemade Machine Learning](https://github.com/trekhleb/homemade-machine-learning) repository_\n",
+    "\n",
     "> ☝Before moving on with this demo you might want to take a look at:\n",
     "> - 📗[Math behind the Linear Regression](https://github.com/trekhleb/homemade-machine-learning/tree/master/homemade/linear_regression)\n",
     "> - ⚙️[Linear Regression Source Code](https://github.com/trekhleb/homemade-machine-learning/blob/master/homemade/linear_regression/linear_regression.py)\n",

diff --git a/notebooks/linear_regression/non_linear_regression_demo.ipynb b/notebooks/linear_regression/non_linear_regression_demo.ipynb
@@ -6,6 +6,8 @@
    "source": [
     "# Non-linear Regression Demo\n",
     "\n",
+    "_Source: 🤖[Homemade Machine Learning](https://github.com/trekhleb/homemade-machine-learning) repository_\n",
+    "\n",
     "> ☝Before moving on with this demo you might want to take a look at:\n",
     "> - 📗[Math behind the Linear Regression](https://github.com/trekhleb/homemade-machine-learning/tree/master/homemade/linear_regression)\n",
     "> - ⚙️[Linear Regression Source Code](https://github.com/trekhleb/homemade-machine-learning/blob/master/homemade/linear_regression/linear_regression.py)\n",

diff --git a/notebooks/linear_regression/univariate_linear_regression_demo.ipynb b/notebooks/linear_regression/univariate_linear_regression_demo.ipynb
@@ -6,6 +6,8 @@
    "source": [
     "# Univariate Linear Regression Demo\n",
     "\n",
+    "_Source: 🤖[Homemade Machine Learning](https://github.com/trekhleb/homemade-machine-learning) repository_\n",
+    "\n",
     "> ☝Before moving on with this demo you might want to take a look at:\n",
     "> - 📗[Math behind the Linear Regression](https://github.com/trekhleb/homemade-machine-learning/tree/master/homemade/linear_regression)\n",
     "> - ⚙️[Linear Regression Source Code](https://github.com/trekhleb/homemade-machine-learning/blob/master/homemade/linear_regression/linear_regression.py)\n",

diff --git a/notebooks/logistic_regression/logistic_regression_with_linear_boundary_demo.ipynb b/notebooks/logistic_regression/logistic_regression_with_linear_boundary_demo.ipynb
@@ -6,6 +6,8 @@
    "source": [
     "# Logistic Regression With Linear Boundary Demo\n",
     "\n",
+    "_Source: 🤖[Homemade Machine Learning](https://github.com/trekhleb/homemade-machine-learning) repository_\n",
+    "\n",
     "> ☝Before moving on with this demo you might want to take a look at:\n",
     "> - 📗[Math behind the Logistic Regression](https://github.com/trekhleb/homemade-machine-learning/tree/master/homemade/logistic_regression)\n",
     "> - ⚙️[Logistic Regression Source Code](https://github.com/trekhleb/homemade-machine-learning/blob/master/homemade/logistic_regression/logistic_regression.py)\n",

diff --git a/notebooks/logistic_regression/logistic_regression_with_non_linear_boundary_demo.ipynb b/notebooks/logistic_regression/logistic_regression_with_non_linear_boundary_demo.ipynb
@@ -6,6 +6,8 @@
    "source": [
     "# Logistic Regression With Non-Linear Boundary Demo\n",
     "\n",
+    "_Source: 🤖[Homemade Machine Learning](https://github.com/trekhleb/homemade-machine-learning) repository_\n",
+    "\n",
     "> ☝Before moving on with this demo you might want to take a look at:\n",
     "> - 📗[Math behind the Logistic Regression](https://github.com/trekhleb/homemade-machine-learning/tree/master/homemade/logistic_regression)\n",
     "> - ⚙️[Logistic Regression Source Code](https://github.com/trekhleb/homemade-machine-learning/blob/master/homemade/logistic_regression/logistic_regression.py)\n",

diff --git a/notebooks/logistic_regression/multivariate_logistic_regression_demo.ipynb b/notebooks/logistic_regression/multivariate_logistic_regression_demo.ipynb
@@ -6,6 +6,8 @@
    "source": [
     "# Multivariate Logistic Regression Demo\n",
     "\n",
+    "_Source: 🤖[Homemade Machine Learning](https://github.com/trekhleb/homemade-machine-learning) repository_\n",
+    "\n",
     "> ☝Before moving on with this demo you might want to take a look at:\n",
     "> - 📗[Math behind the Logistic Regression](https://github.com/trekhleb/homemade-machine-learning/tree/master/homemade/logistic_regression)\n",
     "> - ⚙️[Logistic Regression Source Code](https://github.com/trekhleb/homemade-machine-learning/blob/master/homemade/logistic_regression/logistic_regression.py)\n",

diff --git a/notebooks/neural_network/multilayer_perceptron_demo.ipynb b/notebooks/neural_network/multilayer_perceptron_demo.ipynb
@@ -6,6 +6,8 @@
    "source": [
     "# Neural Network (Multilayer Perceptron) Demo\n",
     "\n",
+    "_Source: 🤖[Homemade Machine Learning](https://github.com/trekhleb/homemade-machine-learning) repository_\n",
+    "\n",
     "> ☝Before moving on with this demo you might want to take a look at:\n",
     "> - 📗[Math behind the Neural Networks](https://github.com/trekhleb/homemade-machine-learning/tree/master/homemade/neural_network)\n",
     "> - ⚙️[Neural Network Source Code](https://github.com/trekhleb/homemade-machine-learning/blob/master/homemade/neural_network/multilayer_perceptron.py)\n",