Proof reading Chapter 9
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@@ -18,7 +18,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 9,
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"execution_count": 1,
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"metadata": {},
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"outputs": [],
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"source": [
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@@ -27,7 +27,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 10,
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"execution_count": 2,
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"metadata": {
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"scrolled": true
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},
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@@ -52,7 +52,7 @@
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"<IPython.core.display.HTML object>"
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]
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},
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"execution_count": 10,
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"execution_count": 2,
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"metadata": {},
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"output_type": "execute_result"
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}
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@@ -123,19 +123,17 @@
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},
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{
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"cell_type": "code",
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"execution_count": 11,
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"execution_count": 3,
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"metadata": {},
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"outputs": [
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{
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"data": {
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"image/png": 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"image/png": 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truncated
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"text/plain": [
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"<Figure size 648x288 with 1 Axes>"
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"<Figure size 900x400 with 1 Axes>"
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]
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},
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"metadata": {
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"needs_background": "light"
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},
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"metadata": {},
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"output_type": "display_data"
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}
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],
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@@ -253,7 +251,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 12,
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"execution_count": 4,
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"metadata": {},
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"outputs": [
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{
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@@ -263,7 +261,7 @@
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" [ 2.727, 327.235]])"
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]
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},
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"execution_count": 12,
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"execution_count": 4,
|
||||
"metadata": {},
|
||||
"output_type": "execute_result"
|
||||
}
|
||||
@@ -289,7 +287,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 13,
|
||||
"execution_count": 5,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
@@ -299,7 +297,7 @@
|
||||
" [ 2.182, 261.788]])"
|
||||
]
|
||||
},
|
||||
"execution_count": 13,
|
||||
"execution_count": 5,
|
||||
"metadata": {},
|
||||
"output_type": "execute_result"
|
||||
}
|
||||
@@ -321,7 +319,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 14,
|
||||
"execution_count": 6,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
@@ -331,7 +329,7 @@
|
||||
" [6.956, 6.956]])"
|
||||
]
|
||||
},
|
||||
"execution_count": 14,
|
||||
"execution_count": 6,
|
||||
"metadata": {},
|
||||
"output_type": "execute_result"
|
||||
}
|
||||
@@ -353,19 +351,17 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 15,
|
||||
"execution_count": 7,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"image/png": 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truncated
|
||||
"image/png": "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 truncated
|
||||
"text/plain": [
|
||||
"<Figure size 648x288 with 1 Axes>"
|
||||
"<Figure size 900x400 with 1 Axes>"
|
||||
]
|
||||
},
|
||||
"metadata": {
|
||||
"needs_background": "light"
|
||||
},
|
||||
"metadata": {},
|
||||
"output_type": "display_data"
|
||||
},
|
||||
{
|
||||
@@ -395,27 +391,25 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 16,
|
||||
"execution_count": 8,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"image/png": 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truncated
|
||||
"image/png": "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 truncated
|
||||
"text/plain": [
|
||||
"<Figure size 648x288 with 1 Axes>"
|
||||
"<Figure size 900x400 with 1 Axes>"
|
||||
]
|
||||
},
|
||||
"metadata": {
|
||||
"needs_background": "light"
|
||||
},
|
||||
"metadata": {},
|
||||
"output_type": "display_data"
|
||||
},
|
||||
{
|
||||
"name": "stdout",
|
||||
"output_type": "stream",
|
||||
"text": [
|
||||
"[[10.496 3.111]\n",
|
||||
" [ 3.111 2.456]]\n"
|
||||
"[[10.456 3.183]\n",
|
||||
" [ 3.183 2.454]]\n"
|
||||
]
|
||||
}
|
||||
],
|
||||
@@ -438,27 +432,25 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 17,
|
||||
"execution_count": 9,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"image/png": 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truncated
|
||||
"image/png": "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 truncated
|
||||
"text/plain": [
|
||||
"<Figure size 648x288 with 1 Axes>"
|
||||
"<Figure size 900x400 with 1 Axes>"
|
||||
]
|
||||
},
|
||||
"metadata": {
|
||||
"needs_background": "light"
|
||||
},
|
||||
"metadata": {},
|
||||
"output_type": "display_data"
|
||||
},
|
||||
{
|
||||
"name": "stdout",
|
||||
"output_type": "stream",
|
||||
"text": [
|
||||
"[[ 0.999 -0. ]\n",
|
||||
" [-0. 0.999]]\n"
|
||||
"[[1.002 0.006]\n",
|
||||
" [0.006 1.002]]\n"
|
||||
]
|
||||
}
|
||||
],
|
||||
@@ -500,21 +492,19 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 18,
|
||||
"execution_count": 10,
|
||||
"metadata": {
|
||||
"scrolled": true
|
||||
},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"image/png": 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truncated
|
||||
"image/png": "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 truncated
|
||||
"text/plain": [
|
||||
"<Figure size 648x288 with 1 Axes>"
|
||||
"<Figure size 900x400 with 1 Axes>"
|
||||
]
|
||||
},
|
||||
"metadata": {
|
||||
"needs_background": "light"
|
||||
},
|
||||
"metadata": {},
|
||||
"output_type": "display_data"
|
||||
}
|
||||
],
|
||||
@@ -548,7 +538,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 19,
|
||||
"execution_count": 11,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
@@ -568,7 +558,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 20,
|
||||
"execution_count": 12,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
@@ -584,7 +574,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 21,
|
||||
"execution_count": 13,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
@@ -600,7 +590,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 22,
|
||||
"execution_count": 14,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
@@ -617,7 +607,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 23,
|
||||
"execution_count": 15,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
@@ -626,7 +616,7 @@
|
||||
"0.0315"
|
||||
]
|
||||
},
|
||||
"execution_count": 23,
|
||||
"execution_count": 15,
|
||||
"metadata": {},
|
||||
"output_type": "execute_result"
|
||||
}
|
||||
@@ -645,7 +635,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 24,
|
||||
"execution_count": 16,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
@@ -680,21 +670,19 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 25,
|
||||
"execution_count": 17,
|
||||
"metadata": {
|
||||
"scrolled": true
|
||||
},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"image/png": 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truncated
|
||||
"image/png": "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 truncated
|
||||
"text/plain": [
|
||||
"<Figure size 648x288 with 1 Axes>"
|
||||
"<Figure size 900x400 with 1 Axes>"
|
||||
]
|
||||
},
|
||||
"metadata": {
|
||||
"needs_background": "light"
|
||||
},
|
||||
"metadata": {},
|
||||
"output_type": "display_data"
|
||||
}
|
||||
],
|
||||
@@ -722,21 +710,19 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 26,
|
||||
"execution_count": 18,
|
||||
"metadata": {
|
||||
"scrolled": true
|
||||
},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"image/png": "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 truncated
|
||||
"image/png": "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 truncated
|
||||
"text/plain": [
|
||||
"<Figure size 648x288 with 3 Axes>"
|
||||
"<Figure size 900x400 with 3 Axes>"
|
||||
]
|
||||
},
|
||||
"metadata": {
|
||||
"needs_background": "light"
|
||||
},
|
||||
"metadata": {},
|
||||
"output_type": "display_data"
|
||||
}
|
||||
],
|
||||
@@ -766,21 +752,19 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 27,
|
||||
"execution_count": 19,
|
||||
"metadata": {
|
||||
"scrolled": true
|
||||
},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"image/png": "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 truncated
|
||||
"image/png": "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 truncated
|
||||
"text/plain": [
|
||||
"<Figure size 648x288 with 1 Axes>"
|
||||
"<Figure size 900x400 with 1 Axes>"
|
||||
]
|
||||
},
|
||||
"metadata": {
|
||||
"needs_background": "light"
|
||||
},
|
||||
"metadata": {},
|
||||
"output_type": "display_data"
|
||||
}
|
||||
],
|
||||
@@ -804,16 +788,16 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 28,
|
||||
"execution_count": 20,
|
||||
"metadata": {
|
||||
"scrolled": true
|
||||
},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"image/png": 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truncated
|
||||
"image/png": "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 truncated
|
||||
"text/plain": [
|
||||
"<Figure size 648x288 with 1 Axes>"
|
||||
"<Figure size 900x400 with 1 Axes>"
|
||||
]
|
||||
},
|
||||
"metadata": {},
|
||||
@@ -839,19 +823,17 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 29,
|
||||
"execution_count": 21,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"image/png": "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 truncated
|
||||
"image/png": "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 truncated
|
||||
"text/plain": [
|
||||
"<Figure size 648x288 with 1 Axes>"
|
||||
"<Figure size 900x400 with 1 Axes>"
|
||||
]
|
||||
},
|
||||
"metadata": {
|
||||
"needs_background": "light"
|
||||
},
|
||||
"metadata": {},
|
||||
"output_type": "display_data"
|
||||
}
|
||||
],
|
||||
@@ -884,19 +866,17 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 30,
|
||||
"execution_count": 22,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"image/png": 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truncated
|
||||
"image/png": "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 truncated
|
||||
"text/plain": [
|
||||
"<Figure size 648x288 with 1 Axes>"
|
||||
"<Figure size 900x400 with 1 Axes>"
|
||||
]
|
||||
},
|
||||
"metadata": {
|
||||
"needs_background": "light"
|
||||
},
|
||||
"metadata": {},
|
||||
"output_type": "display_data"
|
||||
}
|
||||
],
|
||||
@@ -929,19 +909,17 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 31,
|
||||
"execution_count": 23,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"image/png": "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 truncated
|
||||
"image/png": "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 truncated
|
||||
"text/plain": [
|
||||
"<Figure size 648x288 with 1 Axes>"
|
||||
"<Figure size 900x400 with 1 Axes>"
|
||||
]
|
||||
},
|
||||
"metadata": {
|
||||
"needs_background": "light"
|
||||
},
|
||||
"metadata": {},
|
||||
"output_type": "display_data"
|
||||
}
|
||||
],
|
||||
@@ -963,7 +941,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 32,
|
||||
"execution_count": 24,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
@@ -973,7 +951,7 @@
|
||||
" [ 135.701 , 1092.29 ]])"
|
||||
]
|
||||
},
|
||||
"execution_count": 32,
|
||||
"execution_count": 24,
|
||||
"metadata": {},
|
||||
"output_type": "execute_result"
|
||||
}
|
||||
@@ -985,21 +963,19 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 33,
|
||||
"execution_count": 25,
|
||||
"metadata": {
|
||||
"scrolled": true
|
||||
},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"image/png": 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truncated
|
||||
"image/png": "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 truncated
|
||||
"text/plain": [
|
||||
"<Figure size 648x288 with 1 Axes>"
|
||||
"<Figure size 900x400 with 1 Axes>"
|
||||
]
|
||||
},
|
||||
"metadata": {
|
||||
"needs_background": "light"
|
||||
},
|
||||
"metadata": {},
|
||||
"output_type": "display_data"
|
||||
}
|
||||
],
|
||||
@@ -1020,19 +996,17 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 34,
|
||||
"execution_count": 26,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"image/png": 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truncated
|
||||
"image/png": "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 truncated
|
||||
"text/plain": [
|
||||
"<Figure size 648x288 with 1 Axes>"
|
||||
"<Figure size 900x400 with 1 Axes>"
|
||||
]
|
||||
},
|
||||
"metadata": {
|
||||
"needs_background": "light"
|
||||
},
|
||||
"metadata": {},
|
||||
"output_type": "display_data"
|
||||
}
|
||||
],
|
||||
@@ -1057,13 +1031,13 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 36,
|
||||
"execution_count": 27,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"application/vnd.jupyter.widget-view+json": {
|
||||
"model_id": "bb39c3c21cc24598bf41c25571ed2dc2",
|
||||
"model_id": "e4716140356f49ddb545348d43995247",
|
||||
"version_major": 2,
|
||||
"version_minor": 0
|
||||
},
|
||||
@@ -1122,7 +1096,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 37,
|
||||
"execution_count": 28,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
@@ -1131,7 +1105,7 @@
|
||||
"0.9539731096080192"
|
||||
]
|
||||
},
|
||||
"execution_count": 37,
|
||||
"execution_count": 28,
|
||||
"metadata": {},
|
||||
"output_type": "execute_result"
|
||||
}
|
||||
@@ -1150,7 +1124,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 38,
|
||||
"execution_count": 29,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
@@ -1159,7 +1133,7 @@
|
||||
"-0.9178223453527254"
|
||||
]
|
||||
},
|
||||
"execution_count": 38,
|
||||
"execution_count": 29,
|
||||
"metadata": {},
|
||||
"output_type": "execute_result"
|
||||
}
|
||||
@@ -1179,19 +1153,17 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 39,
|
||||
"execution_count": 30,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"image/png": 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truncated
|
||||
"image/png": "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 truncated
|
||||
"text/plain": [
|
||||
"<Figure size 648x288 with 1 Axes>"
|
||||
"<Figure size 900x400 with 1 Axes>"
|
||||
]
|
||||
},
|
||||
"metadata": {
|
||||
"needs_background": "light"
|
||||
},
|
||||
"metadata": {},
|
||||
"output_type": "display_data"
|
||||
}
|
||||
],
|
||||
@@ -1212,19 +1184,17 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 40,
|
||||
"execution_count": 31,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"image/png": 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truncated
|
||||
"image/png": "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 truncated
|
||||
"text/plain": [
|
||||
"<Figure size 648x288 with 1 Axes>"
|
||||
"<Figure size 900x400 with 1 Axes>"
|
||||
]
|
||||
},
|
||||
"metadata": {
|
||||
"needs_background": "light"
|
||||
},
|
||||
"metadata": {},
|
||||
"output_type": "display_data"
|
||||
}
|
||||
],
|
||||
@@ -1257,19 +1227,17 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 41,
|
||||
"execution_count": 32,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"image/png": "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 truncated
|
||||
"image/png": "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 truncated
|
||||
"text/plain": [
|
||||
"<Figure size 648x288 with 1 Axes>"
|
||||
"<Figure size 900x400 with 1 Axes>"
|
||||
]
|
||||
},
|
||||
"metadata": {
|
||||
"needs_background": "light"
|
||||
},
|
||||
"metadata": {},
|
||||
"output_type": "display_data"
|
||||
}
|
||||
],
|
||||
@@ -1316,21 +1284,19 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 42,
|
||||
"execution_count": 33,
|
||||
"metadata": {
|
||||
"scrolled": true
|
||||
},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"image/png": 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truncated
|
||||
"image/png": "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 truncated
|
||||
"text/plain": [
|
||||
"<Figure size 648x288 with 1 Axes>"
|
||||
"<Figure size 900x400 with 1 Axes>"
|
||||
]
|
||||
},
|
||||
"metadata": {
|
||||
"needs_background": "light"
|
||||
},
|
||||
"metadata": {},
|
||||
"output_type": "display_data"
|
||||
}
|
||||
],
|
||||
@@ -1348,21 +1314,19 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 43,
|
||||
"execution_count": 34,
|
||||
"metadata": {
|
||||
"scrolled": true
|
||||
},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"image/png": 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truncated
|
||||
"image/png": "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 truncated
|
||||
"text/plain": [
|
||||
"<Figure size 648x288 with 1 Axes>"
|
||||
"<Figure size 900x400 with 1 Axes>"
|
||||
]
|
||||
},
|
||||
"metadata": {
|
||||
"needs_background": "light"
|
||||
},
|
||||
"metadata": {},
|
||||
"output_type": "display_data"
|
||||
}
|
||||
],
|
||||
@@ -1383,21 +1347,19 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 44,
|
||||
"execution_count": 35,
|
||||
"metadata": {
|
||||
"scrolled": true
|
||||
},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"image/png": "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 truncated
|
||||
"image/png": "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 truncated
|
||||
"text/plain": [
|
||||
"<Figure size 648x288 with 1 Axes>"
|
||||
"<Figure size 900x400 with 1 Axes>"
|
||||
]
|
||||
},
|
||||
"metadata": {
|
||||
"needs_background": "light"
|
||||
},
|
||||
"metadata": {},
|
||||
"output_type": "display_data"
|
||||
}
|
||||
],
|
||||
@@ -1423,19 +1385,17 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 45,
|
||||
"execution_count": 36,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"image/png": 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truncated
|
||||
"image/png": "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 truncated
|
||||
"text/plain": [
|
||||
"<Figure size 648x288 with 1 Axes>"
|
||||
"<Figure size 900x400 with 1 Axes>"
|
||||
]
|
||||
},
|
||||
"metadata": {
|
||||
"needs_background": "light"
|
||||
},
|
||||
"metadata": {},
|
||||
"output_type": "display_data"
|
||||
}
|
||||
],
|
||||
@@ -1454,19 +1414,17 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 46,
|
||||
"execution_count": 37,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"image/png": 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truncated
|
||||
"image/png": "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 truncated
|
||||
"text/plain": [
|
||||
"<Figure size 648x288 with 1 Axes>"
|
||||
"<Figure size 900x400 with 1 Axes>"
|
||||
]
|
||||
},
|
||||
"metadata": {
|
||||
"needs_background": "light"
|
||||
},
|
||||
"metadata": {},
|
||||
"output_type": "display_data"
|
||||
}
|
||||
],
|
||||
@@ -1488,21 +1446,19 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 47,
|
||||
"execution_count": 38,
|
||||
"metadata": {
|
||||
"scrolled": true
|
||||
},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"image/png": "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\n",
|
||||
"image/png": "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 truncated
|
||||
"text/plain": [
|
||||
"<Figure size 576x144 with 1 Axes>"
|
||||
"<Figure size 800x200 with 1 Axes>"
|
||||
]
|
||||
},
|
||||
"metadata": {
|
||||
"needs_background": "light"
|
||||
},
|
||||
"metadata": {},
|
||||
"output_type": "display_data"
|
||||
}
|
||||
],
|
||||
@@ -1523,19 +1479,17 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 48,
|
||||
"execution_count": 39,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"image/png": 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truncated
|
||||
"image/png": "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 truncated
|
||||
"text/plain": [
|
||||
"<Figure size 648x288 with 1 Axes>"
|
||||
"<Figure size 900x400 with 1 Axes>"
|
||||
]
|
||||
},
|
||||
"metadata": {
|
||||
"needs_background": "light"
|
||||
},
|
||||
"metadata": {},
|
||||
"output_type": "display_data"
|
||||
}
|
||||
],
|
||||
@@ -1556,19 +1510,17 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 49,
|
||||
"execution_count": 40,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"image/png": 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truncated
|
||||
"image/png": "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 truncated
|
||||
"text/plain": [
|
||||
"<Figure size 648x288 with 1 Axes>"
|
||||
"<Figure size 900x400 with 1 Axes>"
|
||||
]
|
||||
},
|
||||
"metadata": {
|
||||
"needs_background": "light"
|
||||
},
|
||||
"metadata": {},
|
||||
"output_type": "display_data"
|
||||
}
|
||||
],
|
||||
@@ -1591,19 +1543,17 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 50,
|
||||
"execution_count": 41,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"image/png": 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truncated
|
||||
"image/png": "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 truncated
|
||||
"text/plain": [
|
||||
"<Figure size 648x288 with 1 Axes>"
|
||||
"<Figure size 900x400 with 1 Axes>"
|
||||
]
|
||||
},
|
||||
"metadata": {
|
||||
"needs_background": "light"
|
||||
},
|
||||
"metadata": {},
|
||||
"output_type": "display_data"
|
||||
}
|
||||
],
|
||||
@@ -1633,19 +1583,17 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 51,
|
||||
"execution_count": 42,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"image/png": 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truncated
|
||||
"image/png": "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 truncated
|
||||
"text/plain": [
|
||||
"<Figure size 648x288 with 1 Axes>"
|
||||
"<Figure size 900x400 with 1 Axes>"
|
||||
]
|
||||
},
|
||||
"metadata": {
|
||||
"needs_background": "light"
|
||||
},
|
||||
"metadata": {},
|
||||
"output_type": "display_data"
|
||||
}
|
||||
],
|
||||
@@ -1662,19 +1610,17 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 52,
|
||||
"execution_count": 43,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"image/png": 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truncated
|
||||
"image/png": "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 truncated
|
||||
"text/plain": [
|
||||
"<Figure size 648x288 with 1 Axes>"
|
||||
"<Figure size 900x400 with 1 Axes>"
|
||||
]
|
||||
},
|
||||
"metadata": {
|
||||
"needs_background": "light"
|
||||
},
|
||||
"metadata": {},
|
||||
"output_type": "display_data"
|
||||
}
|
||||
],
|
||||
@@ -1698,19 +1644,17 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 53,
|
||||
"execution_count": 44,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"image/png": 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truncated
|
||||
"image/png": "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 truncated
|
||||
"text/plain": [
|
||||
"<Figure size 648x288 with 1 Axes>"
|
||||
"<Figure size 900x400 with 1 Axes>"
|
||||
]
|
||||
},
|
||||
"metadata": {
|
||||
"needs_background": "light"
|
||||
},
|
||||
"metadata": {},
|
||||
"output_type": "display_data"
|
||||
}
|
||||
],
|
||||
@@ -1727,19 +1671,17 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 54,
|
||||
"execution_count": 45,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"image/png": 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truncated
|
||||
"image/png": "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 truncated
|
||||
"text/plain": [
|
||||
"<Figure size 648x288 with 1 Axes>"
|
||||
"<Figure size 900x400 with 1 Axes>"
|
||||
]
|
||||
},
|
||||
"metadata": {
|
||||
"needs_background": "light"
|
||||
},
|
||||
"metadata": {},
|
||||
"output_type": "display_data"
|
||||
}
|
||||
],
|
||||
@@ -1756,21 +1698,19 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 55,
|
||||
"execution_count": 46,
|
||||
"metadata": {
|
||||
"scrolled": true
|
||||
},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"image/png": 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truncated
|
||||
"image/png": "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 truncated
|
||||
"text/plain": [
|
||||
"<Figure size 648x288 with 1 Axes>"
|
||||
"<Figure size 900x400 with 1 Axes>"
|
||||
]
|
||||
},
|
||||
"metadata": {
|
||||
"needs_background": "light"
|
||||
},
|
||||
"metadata": {},
|
||||
"output_type": "display_data"
|
||||
}
|
||||
],
|
||||
@@ -1789,21 +1729,19 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 56,
|
||||
"execution_count": 47,
|
||||
"metadata": {
|
||||
"scrolled": true
|
||||
},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"image/png": 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truncated
|
||||
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAwgAAAFzCAYAAACafy48AAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAPYQAAD2EBqD+naQAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4yLjIsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+WH4yJAAAgAElEQVR4nOzdeZRcd3Uv+u8Z6pyaunpSq9WSWvPYmmyD49iMNpYShwyOIcSQEN+HybB8g0NMwsU43BhenmElLxiME98AFzu57xmbhMWwHlywTLAJNhDPtmap1RpbPc81nun98aszVVe3ultV1dP3s5aW+1SfUzpVJVedXXvv35Ycx3FAREREREQEQJ7vEyAiIiIiooWDAQIREREREXkYIBARERERkYcBAhEREREReRggEBERERGRhwECERERERF5GCAQEREREZGHAQIREREREXnU+T6Bhca2bXR3d6Ourg6SJM336RARERERXTHHcTA+Po7Vq1dDlqfPETBAKNHd3Y329vb5Pg0iIiIiooo7f/481q5dO+0+DBBK1NXVARBPXiqVmuezWfoMw8BTTz2FAwcOIBKJzPfpUI3x9V/eluPrnyuYePHYRTgAFFnC+lUN6B4YR65gAgB2bViJplRsfk+yhpbjvwHy8fWvrbGxMbS3t3vXutNhgFDCLStKpVIMEGrAMAzE43GkUim+OSxDfP2Xt+X4+l86N4B4Unw4r2+tx8a2RjQ3pnHkbD8AYDBtYcPa5fPZsxz/DZCPr//8mEkJPZuUiYiIaiCbN9AzNAEAUBUZ7SvrAQAtDXEkYxoAYDxbwOBoZt7OkYgIYIBARERUE/0jGTjFn9e2pKAq4iNYkiRsWNXg7dc3kp6HsyMi8jFAICIiqoHh8az3c2tjIvS7proYFFkq7per6XkREZVigEBERFRltu1gNJ0HAEQ1FTE9XG8tyxIaklEAQMG0MJEt1PwciYhcDBCIiIiqbGQiB9sRBUaNxUCgVGOdv3pRMNtARFRrDBCIiIiqLHjBHwwEgoKBA8uMiGg+MUAgIiKqsuEJ/4K/sa58BiER06BHFADFjIPtlN2PiKjaGCAQERFVUcHwewrqYhoiqjLlvm52wXYcjKaZRSCi+cEAgYiIqIpmUl7k/Z5lRkS0ADBAICIiqqKxTN77earyIv/3fgDBDAIRzRcGCERERFWUzhnez+7E5KloEcXrQ8gEjiMiqiUGCERERFWULvYfaKoybf+BK16ckWBYNgqGVdVzIyIqhwECERFRlRQMC4ZlAwAS0chl9hYSgSxDOseBaURUewwQiIiIqiST98uEEpcpL/L2CwQSaZYZEdE8YIBARERUJW55EeCXDl1OIuoHEuxDIKL5wACBiIioSoIZgJmWGMVDGQSWGBFR7TFAICIiqpLgBf5MS4xURfZWMmKJERHNBwYIREREVeKWCOkRBaoy849ct8zItGzkC2ZVzo2IaCoMEIiIiKoguILRTPsPXMEyo2CjMxFRLTBAICIiqoK5lBd5+3MlIyKaRwwQiIiIqiAzhwZlf//ALIQsG5WJqLYYIBAREVVBsDToSkqMsuxBIKIaY4BARERUBXnD8n6OauqsjlUV2WtqzjFAIKIaY4BARERUBe6FvQRAKy5bOhtuUJEvmHAcp5KnRkQ0LQYIREREVeAGCLqmQpKkWR/vBggOxIpIRES1wgCBiIiowizLhllc4nS25UUuPZB1YJkREdUSAwQiIqIKC17QzzVACB6XZwaBiGqIAQIREVGFBQMEfQ79B+I4P0BgBoGIaokBAhERUYVdyQpG5Y5jgEBEtcQAgYiIqMLyRjCDcOU9CAWTJUZEVDsMEIiIiCosmEGYyxKn7nHu2kd5ZhCIqIYYIBAREVVYcFnSqXoQsnkDfcNpTGQLZX8vSRIiqjiWTcpEVEtzy3sSERHRlNwSIzlwkR80NJbF4TN9sGwxAG3LmiasbUlN2k+PKCiYFgzTguM4c5qnQEQ0W8wgEBERVZj7jX+57IFhWqHgAABOXRzCeCY/aV+dw9KIaB4wQCAiIqog23a8IWnl+g/O942FggNX16WRSbdpgezDsikzspbJ4yRawBggEBERVdB0KxgZpoUL/WMARPnRdTvXeMuZDo1nJ2URls1KRoYBnD8PvPAC8NxzQFfXfJ8R0bLGAIGIiKiCCtOsYDQ8noPtiOzBqqYkYnoE61bWe78fGM2E9teD05SX6EpG+vAwpP/8T6CzE0inAdsGzp4FJibm+9SIlq1FFSD85Cc/wW/8xm9g9erVkCQJ3/72t0O/dxwH999/P1avXo1YLIZ3vvOdOHz48DydLRERLUdGsbwICJcIAcDweNb7eUV9HADQnIoFfp8L7R9R/I/p4P0uCbkc8PrrSF64AJhlgh95UV2iEC0pi+r/vnQ6jX379uHhhx8u+/u//du/xec//3k8/PDDeOGFF7Bq1Srs378f4+PjNT5TIiJaroxAKVBEDX/MDk+IAECWJDQkowBEliARjQAAxjN5r39BHO8HGOZSCRAcB7h4EXjhBUjDw/7tmub/nEoB8Xjtz42IACyyZU5vueUW3HLLLWV/5zgOvvCFL+C+++7DbbfdBgD453/+Z7S2tuLxxx/HH//xH9fyVImIaJkyTP9CXg1kALJ5A7limVB9Qocs+0uWNtbFkM4ZcCCyDC0NiUnHG0uhB8EwgCNHgEBgYEcicHbuBC5c8Pdra5uHkyMi16IKEKbT1dWFnp4eHDhwwLtN13W84x3vwPPPPz9lgJDP55HP+01hY2OiecwwDBiGUd2TJu855nO9PPH1X96W6uufyeVhuiUzju09vt6hce/2ZEwNPe5kVPF+1zc8joZE8dt0x/Juz+QKi/u5Gh+HdOSIKC0qMlaswMjWrTCHhiAVs/1OKgU0N4tggpa0pfoesFDN5nleMgFCT08PAKC1tTV0e2trK86ePTvlcZ/97Gfx6U9/etLtTz31FOJMb9bMwYMH5/sUaB7x9V/eltrrf2Eoh+G0+CAePBNHtNiofH4wh5GMuH2gNY5Dml8+ZNkOjnan4TgOohEFp1aJzx/HcXDogmjWjWkKLhxbnJ9L+sgIkhcvigZkiKzBxNq1MNJpqPk8XvrOd8SOsozhLVtgX7o0j2dLtbbU3gMWqkwmc/mdipZMgOAqnTJ5ucmT9957L+655x5ve2xsDO3t7Thw4ABSqclTLamyDMPAwYMHsX//fkQikfk+Haoxvv7L21J9/Q919WFwTDQjX9+x1lvJ6MXj3UjnDEgS8LY96yZ9NrVN8fvGw+dhmDaimorrdq6p7YO5Uo4DdHZCungRWCPO3UmlgI4OQNdh5PN44ZFH8OY3vxmqqsLZtAlob5/nk6ZaWarvAQuVWyUzE0smQFi1ahUAkUloC9Qu9vX1TcoqBOm6Dl3XJ90eiUT4j7WG+Hwvb3z9l7cl9/pLMlRVfLzGoqLXwHEcGBagqqIhWQs25BbVJ+PIm2kAgGEBiZh4TqKaBgcmIMmL63kyDODoUdFvUHw+0NYGbN3qr1B08iSUfB6qqkJtbAQ2bgSm+VKPlqYl9x6wQM3mOV5UqxhNZ+PGjVi1alUoTVUoFPDss8/ihhtumMczIyKi5cRtUlZkyWtEzuZNb/5BIjo5OBC3+x/embxfK+yuZGRaNhxn8gTmBWliAnjpJb8ZWZKAbduA7dv94KCnB1J3t/hZloEdOxgcEC0QiyqDMDExgVOnTnnbXV1dePXVV9HU1IR169bhox/9KB544AFs3boVW7duxQMPPIB4PI4PfOAD83jWRES0nLirDQWXKE3nCt7P8Wj5b/GCt6dzBlqKPweXSjVMe9LwtQWntxc4ftzrN4CmAbt2AfX+QDiMjwMnTnibzpYtQCJR4xMloqksqgDhxRdfxI033uhtu70Dd9xxBx577DF8/OMfRzabxV133YXh4WFcd911eOqpp1BXVzdfp0xERMuMO68gOOQsnfMzAokpAoRgZiGd9QOKYKBhmNbCDRAcBzh9Gjh/3r8tlRLBQbCUt1AADh3yAohcczOXNSVaYBZVgPDOd75z2vSqJEm4//77cf/999fupIiIiIpMy4b7KRWcYZAJBQjlS4xiugpZkmA7TiigCAYaC3ZYWpn5BpP6DQARFBw+DBSXF3dSKaSLPYREtHAsmR4EIiKi+Raeojy5xEiCCATKkSTJKzPK5g3Ytgg1QsPSFmKAkMlM7jfYujXcb+Dq7ARGR8XPui6yC6X7ENG8W1QZBCIiooUsOEXZ7R1wHAfZvBh2Fo9Gpl16O65HMJEtwAGQK5iIRyOTSowWlNFR4I03AHcwXLl+A9elS8DFi+JnWQZ27xb7E9GCwwCBiIioQoIlQO6FvWHa3gpGUW36j93g7/0AIdykvGD09QHHjvnNyMkksGdPuN/ANTYGnDzpb2/bBtTVcVoy0QLFAIGIiKhCgt/wu6VBuYLp3TabACFviOOCGYQF04Nw7pxoSHY1NYnhZ2qZx1coiL4DN5BYswZg3wHRgsYAgYiIqEKCPQKRMgGCHpldBgEo6UGY7xIjxxGZAHd+ASCakbdtKz/DoKQpGQ0NwJYttTlXIpozBghEREQVUq5J2c0EAJfPIOiBJUzdACGyUJqULUusVDQ46N+2cSOwfv3Ux5w6FW5K7ujgMDSiRYABAhERUYUES4DKlRjpl5lhEC4xmjxwbd5KjPJ50Yw8MSG2JUlMPm5tnfqYixf9TAObkokWFQYIREREFWLZ/qweN0AoGH5WQb9MBkFRZCiyBMt2vONkWYIEwAFgzUeAkE4Dr7/ulwmpqrjYb2iY+piBAZE9cLlNyUS0KDBAICIiqpDgBbwii1KaQqDsSFMvPwVZUxVkC2boOEWRYVp2KACpieFh0UPgLmMajYqVihKJqY8ZHxelSO5g03Xr2JRMtMgwQCAiIqqQ4AW8UpJBUBUZsnz5+nstIgIE07JhWbaXVTAtwLJrmEHo7RXLine truncated
|
||||
"text/plain": [
|
||||
"<Figure size 648x288 with 1 Axes>"
|
||||
"<Figure size 900x400 with 1 Axes>"
|
||||
]
|
||||
},
|
||||
"metadata": {
|
||||
"needs_background": "light"
|
||||
},
|
||||
"metadata": {},
|
||||
"output_type": "display_data"
|
||||
}
|
||||
],
|
||||
@@ -1853,7 +1791,7 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 57,
|
||||
"execution_count": 48,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
@@ -1876,21 +1814,19 @@
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 58,
|
||||
"execution_count": 49,
|
||||
"metadata": {
|
||||
"scrolled": true
|
||||
},
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"image/png": 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truncated
|
||||
"image/png": 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truncated
|
||||
"text/plain": [
|
||||
"<Figure size 648x288 with 1 Axes>"
|
||||
"<Figure size 900x400 with 1 Axes>"
|
||||
]
|
||||
},
|
||||
"metadata": {
|
||||
"needs_background": "light"
|
||||
},
|
||||
"metadata": {},
|
||||
"output_type": "display_data"
|
||||
}
|
||||
],
|
||||
|
||||
@@ -141,7 +141,7 @@
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"image/png": 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truncated
|
||||
"image/png": 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truncated
|
||||
"text/plain": [
|
||||
"<Figure size 900x400 with 1 Axes>"
|
||||
]
|
||||
@@ -193,7 +193,7 @@
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"image/png": 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truncated
|
||||
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truncated
|
||||
"text/plain": [
|
||||
"<Figure size 900x400 with 1 Axes>"
|
||||
]
|
||||
@@ -225,7 +225,7 @@
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"image/png": 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truncated
|
||||
"image/png": 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truncated
|
||||
"text/plain": [
|
||||
"<Figure size 900x400 with 3 Axes>"
|
||||
]
|
||||
@@ -263,7 +263,7 @@
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"image/png": 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truncated
|
||||
"image/png": "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 truncated
|
||||
"text/plain": [
|
||||
"<Figure size 900x400 with 3 Axes>"
|
||||
]
|
||||
@@ -302,7 +302,7 @@
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"image/png": 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|
||||
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truncated
|
||||
"text/plain": [
|
||||
"<Figure size 900x400 with 2 Axes>"
|
||||
]
|
||||
@@ -337,7 +337,7 @@
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"image/png": 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truncated
|
||||
"image/png": "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 truncated
|
||||
"text/plain": [
|
||||
"<Figure size 900x400 with 3 Axes>"
|
||||
]
|
||||
@@ -367,8 +367,8 @@
|
||||
"name": "stdout",
|
||||
"output_type": "stream",
|
||||
"text": [
|
||||
"input mean, variance: -0.0006, 1.0033\n",
|
||||
"output mean, variance: -0.1243, 2.4105\n"
|
||||
"input mean, variance: 0.0027, 1.0005\n",
|
||||
"output mean, variance: -0.1290, 2.4030\n"
|
||||
]
|
||||
}
|
||||
],
|
||||
@@ -395,7 +395,7 @@
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"image/png": 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truncated
|
||||
"image/png": "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 truncated
|
||||
"text/plain": [
|
||||
"<Figure size 900x400 with 3 Axes>"
|
||||
]
|
||||
@@ -407,7 +407,7 @@
|
||||
"name": "stdout",
|
||||
"output_type": "stream",
|
||||
"text": [
|
||||
"output mean, variance: 0.0009, 2.2575\n"
|
||||
"output mean, variance: -0.0041, 2.2511\n"
|
||||
]
|
||||
}
|
||||
],
|
||||
@@ -437,8 +437,8 @@
|
||||
"name": "stdout",
|
||||
"output_type": "stream",
|
||||
"text": [
|
||||
"linear output mean, variance: 0.0511, 7506.6256\n",
|
||||
"nonlinear output mean, variance: -9.0540, 30529.4381\n"
|
||||
"linear output mean, variance: -0.2363, 7485.6168\n",
|
||||
"nonlinear output mean, variance: -9.6658, 30502.6258\n"
|
||||
]
|
||||
}
|
||||
],
|
||||
@@ -473,7 +473,7 @@
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"image/png": 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truncated
|
||||
"image/png": "iVBORw0KGgoAAAANSUhEUgAAA3kAAAGGCAYAAADGq0gwAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAPYQAAD2EBqD+naQAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4yLjIsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+WH4yJAAAgAElEQVR4nOzdeXxU9b3/8feZPZNMFhIIQSKJCCK4IERAgYpSaEWtS90u1laqveJaL7X+tIsFr5VetVd6XajaWrWVW9vbKrWiEBdcEEEoIqKC7EvYsk4yk8z++2OSgZgAIclkMjOv5+Mxj7PMmXM+35lJzvnM93u+XyMSiUQEAAAAAEgJpkQHAAAAAADoPiR5AAAAAJBCSPIAAAAAIIWQ5AEAAABACiHJAwAAAIAUQpIHAAAAACmEJA8AAAAAUghJHgAAAACkEJI8AAAAAEghJHlAF3344Ye64oorVFRUJJvNpv79++vyyy/X8uXLO73PBx54QC+//HI3Rnl4FRUVmj17tj7++OMeOR4AAADiiyQP6IJHH31U48eP165du/Tggw/qjTfe0MMPP6zdu3drwoQJeuyxxzq1355O8ubMmUOSBwAAkCIsiQ4ASFbLli3THXfcoWnTpumll16SxXLwz+nqq6/WpZdeqh/+8Ic644wzNH78+ARGCgAAgHRCTR7QSXPnzpVhGJo/f36rBE+SLBaLnnjiCRmGoV/96leSpOuuu04lJSVt9jN79mwZhhFbNgxDHo9Hzz33nAzDkGEYmjRpkiTp2WeflWEYKi8v14wZM9SnTx9lZmbqoosu0pYtW1rtt6SkRNddd12b402aNCm2v6VLl+rMM8+UJM2YMSN2vNmzZ3fuTQEAAEDCkeQBnRAKhfT222+rrKxMAwcObHeb4uJijR49Wm+99ZZCoVCH9718+XJlZGRo2rRpWr58uZYvX64nnnii1TbXX3+9TCaTFixYoHnz5mnlypWaNGmSamtrj6kco0aN0h/+8AdJ0s9+9rPY8W644YZj2g8AAAB6D5prAp1QWVkpr9er0tLSI25XWlqqlStXqqqqqsP7HjdunEwmk/r27atx48a1u01ZWZl+//vfx5ZHjBih8ePH6/HHH9dPf/rTDh8rOztbp5xyiiRp8ODBhz0eAAAAkgc1eUAcRSIRSWrVHLM7XHPNNa2Wzz77bA0aNEhvv/12tx4HAAAAyYckD+iEgoICOZ1Obd269Yjbbdu2TZmZmerTp0+3Hr9///7trjuWGkMAAACkJpI8oBPMZrPOPfdcrVq1Srt27Wp3m127dmn16tU677zzZDab5XA45PP52mxXWVl5zMffu3dvu+vy8/Njy915PAAAACQPkjygk+655x5FIhHdfPPNbTpWCYVCuummmxSJRHT33XdLivZ2uX//fu3bty+2nd/v1+LFi9vs2263q7Gx8bDHfuGFF1otf/DBB9q+fXus18yW433yySetttu4caM2bNjQ5liSjng8AAAAJA/zbPpKBzrl+OOPV58+ffToo49q8eLFysjIUF1dnd5//33ddNNNWrp0qebNm6fLL79cknTcccfp8ccf18qVK9WvXz+tW7dOt956q2pra1VbW9tq2ILXXntNq1at0rBhw1RfX6/6+noVFBTo448/1sKFC+XxeLR+/XrZ7XYtXbpU//7v/67c3Fw988wzysjIkBS9D/DJJ5/U/v375XA4tHTpUt16662yWCzKz8+PDa/gcrn0yCOPqLKyUieccEKsps/lcvXo+wkAAIDuQU0e0AW33Xabli1bpoEDB+pHP/qRzjvvPM2aNUtFRUV6//33ddttt8W2LS0t1cKFC1VbW6vLL79cP/7xj3XFFVfou9/9bpv9/uY3v9GQIUN09dVX68wzz9SNN97Y6vnf//738vv9uvrqq3X77berrKxMS5cubXXv3/Tp0/Xggw9q8eLFuvDCCzV//nzNnz9fQ4cObbUvp9OpZ555RlVVVZo6darOPPNMPfXUU938TgEAAKCnGJGW7v8A9HrPPvusZsyYoY8++khlZWWJDgcAAAC9EDV5AAAAAJBCSPIAAAAAIIXQXBMAAAAAUgg1eQAAAACQQkjyAAAAACCFkOQBAAAAQAqxJDqAIwmHw6qoqJDL5ZJhGIkOBwCQQJFIRPX19RowYIBMJn6jBADgcHp1kldRUaHi4uJEhwEA6EV27typgQMHJjoMAAB6rV6d5LlcLknRE3p2dvZhtwsEAlqyZImmTp0qq9XaU+HFTaqVR0rNMp338NvaX+9XP5dNb915btyO81lFna588kP95cZxGj4gJ27HkVLzc6JMyaEjZXK73SouLo6dGwAAQPt6dZLX0kQzOzv7qEme0+lUdnZ2SlzwpFp5pNQs0/KfT9OiRYs0bdq0uJYpqz4ik92pLNeR/w66Qyp+TpQpORxLmWi+DwDAkXFTAwAAAACkEJI8AJKkUDiicDiS6DAAAADQRb26uSaAnrN4/V498fYmNbjNyhpSqcnDixIdEgAAADqBmjygkx59a7Ne2mbSo29tTnQo3cIXDEmSQhHJxD1PAAAASYskD+ikF1fv0tI9Jr24eleiQ+kW/mA4Nm+38K8BAAAgWXElB0CS5CPJAwAASAlcyQGQJPkCB5M8G0keAABA0upVHa/4fD75fL7YstvtlhQdPykQCBz2dS3PHWmbZJJq5ZFSs0yKHJzGs1zBYDA2jedxGv0BRSLRQpkVTpnPKhW/e+laplQqLwAA8WREWq7qeoHZs2drzpw5bdYvWLBATqczAREBh3fvarPq/IZybBHdNzoUt+PsbJAeXmfRnacGVZwVt8No0Q6TPquNdrjy/ZNC6mOP37GAzvB6vZo+fbrq6uqUnZ2d6HAAAOi1elWS115NXnFxsSorK494Qg8EAiovL9eUKVNktVp7ItS4SrXySKlZpgkPvqN99T4Vuux6/65z4nac9RVuXTL/Q7180ziNGBC/C9v/WrxRyzdXye12a8HMCeqfmxm3Y/WkVPzupWuZ3G63CgoKSPIAADiKXtVc0263y25vW31gtVo7dCHT0e2SRaqVR0qxMhkHp/Esk8ViiU3jeZxgWDKah07IdNhT53NqllLfvWbpVqZUKysAAPFC7woAJB0cJ0+id00AAIBkxpUcAEmte9e0mhkMHQAAIFmR5AGdNKYkT8NywhpTkpfoULpFyzh5VtPBZpsAAABIPr3qnjwgmfz3Fadp0aJdmjbttESH0i1akjyLqdf0xQQAAIBOoCYPgKSD9+RZqMQDAABIaiR5ACS1bq4JAACA5MXlHABJhzbXTHAgAAAA6BIu54BOuvaZjzT3Y7OufeajRIfSZcFQWOFw9F48mmsCAAAkNzpeATppa5VX+xoNRaq8iQ6ly/yhQ4ZP4KcfAACApMblHIBWY+TRXBMAACC5cTkHoFVNHkkeAABAcuNyDkCrmjyrwTh5AAAAyYwkD0BsjDyJe/IAAACSHZdzAGLDJ0g01wQAAEh2XM4BoCYPAAAghXA5B4DeNQEAAFIIl3MAWjXXtDIYOgAAQFJjMHSgk26dNFir167T6NMHJzqULuOePAAAgNRBkgd00tVnDlT2gU807cyBiQ6lyw69J48kDwAAILlxOQfgK801GScPAAAgmZHkAZCf5poAAAApg8s5oJP21/tU64tOkx335AEAAKQOLueATrrstx/qF/+y6LLffpjoULqMcfIAAABSB5dzAFqPk8cQCgAAAEmNJA+A/CGaawIAAKQKLucAtKrJo7kmAABAcuNyDkDrcfJorgkAAJDUSPIAMIQCAABACuFyDkBsCAWr2ZCJmjwAAICkRpIHINZc0041HgAAQNLjig5ArCbPbjEnOBIAAAB0FUkegFjvmjZq8gAAAJKeJdEBAMnq+evK9PY77+jcc8YnOpQua2muSZIHAACQ/LiiAzrphL6ZKnJGp8ksHI4oEIpI4p48AACAVMAVHZDm/KGDwydQkwcAAJD8elVzTZ/PJ5/PF1t2u92SpEAgoEAgcNjXtTx3pG2SSaqVR6JMXREMBmPTeBzL0xhQJBKtybM253h8Tr1bupYplcoLAEA8GZGWq7teYPbs2ZozZ06b9QsWLJDT6UxARMDhrTpgKBCOJkZlfeP3Z7SzQXp4nUV3nhpUcVb379/tl576Itqr5tCciL41KHyUVwCJ4fV6NX36dNXV1Sk7OzvR4QAA0Gv1qiSvvZq84uJiVVZWHvGEHggEVF5erilTpshqtfZEqHGVauWRUrNMEx58R/vqfSp02fX+XefE7TjrK9y6ZP6HevmmcRoxoPsvbHfXNurW/10rSfraiX10UmBTSn1OqfjdS9cyud1uFRQUkOQBAHAUvaq5pt1ul91ub7PearV26EKmo9sli1Qrj5RiZTIOTuNZJovFEpvG4zgh+WQY0cJk2CxSIMU+p2aUKTkcqUypVlYAAOKFXhaANNcyRp4k2a0Mhg4AAJDsSPKANNcyRp5E75oAAACpgCs6IM35g4fU5JHkAQAAJD2u6IA05zskybOZ+ZcAAACQ7LiiA9Kcj5o8AACAlMIVHZDmDr0nz27lXwIAAECy44oOSHOtetekJg8AACDpcUUHdFLfLLtybBH1zWo7tmMyad1ckyEUAAAAkh1JHtBJL900TveNDumlm8YlOpQuadVck5o8AACApMcVHZDmDh1CgXHyAAAAkh9XdECa85HkAQAApBSu6IA0R3NNAACA1MIVHdBJP1v4mf6wwaSfLfws0aF0iZ9x8gAAAFKKJdEBAMlq6cYD2uc2aU/wQKJD6ZJWzTXNJHkAAADJjis6IM0xTh4AAEBq4YoOSHMt9+SZTIYs1OQBAAAkPa7ogDTnD0Vr8qjFAwAASA1c1QFprqW5JkkeAABAauCqDkhzLR2vkOQBAACkBq7qgDTnjyV55gRHAgAAgO5AkgeksUgkEut4hZo8AACA1MBVHZDGAqGIwpHovN3KvwMAAIBLine truncated
|
||||
"text/plain": [
|
||||
"<Figure size 900x400 with 3 Axes>"
|
||||
]
|
||||
@@ -518,7 +518,7 @@
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"image/png": 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truncated
|
||||
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truncated
|
||||
"text/plain": [
|
||||
"<Figure size 900x400 with 1 Axes>"
|
||||
]
|
||||
@@ -547,7 +547,7 @@
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"image/png": 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|
||||
"image/png": 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truncated
|
||||
"text/plain": [
|
||||
"<Figure size 900x400 with 1 Axes>"
|
||||
]
|
||||
@@ -574,7 +574,7 @@
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"image/png": 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truncated
|
||||
"image/png": 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truncated
|
||||
"text/plain": [
|
||||
"<Figure size 900x400 with 1 Axes>"
|
||||
]
|
||||
@@ -603,7 +603,7 @@
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"image/png": 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truncated
|
||||
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truncated
|
||||
"text/plain": [
|
||||
"<Figure size 900x400 with 1 Axes>"
|
||||
]
|
||||
|
||||
Reference in new issue
Block a user