Add Machine Learning From Scratch

1_numpy_matplotlib_scipy_sympy/3-ipython_notebook.ipynb

@@ -30,7 +30,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [
     {
@@ -39,7 +39,7 @@
        "4"
       ]
      },
-     "execution_count": 4,
+     "execution_count": 1,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -50,7 +50,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [
     {
@@ -59,7 +59,7 @@
        "12"
       ]
      },
-     "execution_count": 5,
+     "execution_count": 2,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -97,7 +97,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [
     {
@@ -242,7 +242,7 @@
        "Automagic is ON, % prefix IS NOT needed for line magics."
       ]
      },
-     "execution_count": 7,
+     "execution_count": 3,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -271,7 +271,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [
     {

1_numpy_matplotlib_scipy_sympy/random-matrix.csv

@@ -1,3 +1,3 @@
-0.14040 0.96925 0.53435
-0.77574 0.21287 0.68518
-0.32863 0.70297 0.39513
+0.23335 0.09866 0.05722
+0.69545 0.53988 0.70583
+0.74875 0.09428 0.78592

1_numpy_matplotlib_scipy_sympy/utils_git.ipynb

@@ -291,7 +291,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.5.2"
+   "version": "3.6.9"
   }
  },
  "nbformat": 4,

1_numpy_matplotlib_scipy_sympy/utils_git_advanced.ipynb

@@ -421,7 +421,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.5.2"
+   "version": "3.6.9"
   }
  },
  "nbformat": 4,

References.md

@@ -19,4 +19,5 @@
 	- https://www.toutiao.com/a6821299115175969287/
 	- https://github.com/minivision-ai/photo2cartoon
 
-* [Awesome Deep Learning Project Ideas](https://github.com/NirantK/awesome-project-ideas)
+* [Awesome Deep Learning Project Ideas](https://github.com/NirantK/awesome-project-ideas)
+* [Machine Learning From Scratch](https://github.com/eriklindernoren/ML-From-Scratch)