diff --git a/nbs/000_utils.ipynb b/nbs/000_utils.ipynb
index b4397cb03..6c24a8c3e 100644
--- a/nbs/000_utils.ipynb
+++ b/nbs/000_utils.ipynb
@@ -38,13 +38,12 @@
"source": [
"#export\n",
"\n",
- "def computer_setup(*pkgs):\n",
+ "def my_setup(*pkgs):\n",
" import warnings\n",
" warnings.filterwarnings(\"ignore\")\n",
" try: \n",
" import platform\n",
- " print(f'os : {platform.system()}')\n",
- " print(f'os version : {platform.release()}')\n",
+ " print(f'os : {platform.platform()}')\n",
" except: \n",
" pass\n",
" try: \n",
@@ -78,7 +77,10 @@
" iscuda = torch.cuda.is_available()\n",
" print(f'n_cpus : {cpus}')\n",
" print(f'device : {device} ({torch.cuda.get_device_name(0)})' if iscuda else f'device : {device}')\n",
- " except: print(f'torch : N/A')"
+ " except: print(f'torch : N/A')\n",
+ " \n",
+ " \n",
+ "computer_setup = my_setup"
]
},
{
@@ -90,10 +92,9 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "os : Darwin\n",
- "os version : 19.6.0\n",
+ "os : Darwin-19.6.0-x86_64-i386-64bit\n",
"python : 3.6.13\n",
- "tsai : 0.2.20\n",
+ "tsai : 0.2.22\n",
"fastai : 2.5.2\n",
"fastcore : 1.3.26\n",
"torch : 1.9.0\n",
@@ -103,7 +104,7 @@
}
],
"source": [
- "computer_setup()"
+ "my_setup()"
]
},
{
@@ -115,10 +116,9 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "os : Darwin\n",
- "os version : 19.6.0\n",
+ "os : Darwin-19.6.0-x86_64-i386-64bit\n",
"python : 3.6.13\n",
- "tsai : 0.2.20\n",
+ "tsai : 0.2.22\n",
"fastai : 2.5.2\n",
"fastcore : 1.3.26\n",
"matplotlib : 3.3.4\n",
@@ -136,7 +136,7 @@
"import numpy as np\n",
"import pandas as pd\n",
"import scipy as sp\n",
- "computer_setup(matplotlib, np, pd, sp)"
+ "my_setup(matplotlib, np, pd, sp)"
]
},
{
@@ -883,9 +883,9 @@
"
\n",
" \n",
" 0 | \n",
- " 0.945335 | \n",
+ " 0.270865 | \n",
" ... | \n",
- " 0.386681 | \n",
+ " 0.899256 | \n",
"
\n",
" \n",
" ... | \n",
@@ -895,9 +895,9 @@
"
\n",
" \n",
" 69 | \n",
- " 0.859585 | \n",
+ " 0.762889 | \n",
" ... | \n",
- " 0.942017 | \n",
+ " 0.702354 | \n",
"
\n",
" \n",
"\n",
@@ -906,9 +906,9 @@
],
"text/plain": [
" 0 ... 24\n",
- "0 0.945335 ... 0.386681\n",
+ "0 0.270865 ... 0.899256\n",
".. ... ... ...\n",
- "69 0.859585 ... 0.942017\n",
+ "69 0.762889 ... 0.702354\n",
"\n",
"[70 rows x 25 columns]"
]
@@ -949,7 +949,7 @@
"outputs": [
{
"data": {
- "image/png": "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\n",
+ "image/png": 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+DxBRoEEPvSSVAAAAAElFTkSuQmCC\n",
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