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Update visualization codes

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This commit is contained in:
D-X-Y
2021-04-12 15:42:43 +08:00
parent 5f2ba0a8e7
commit c82c7e9f3f
9 changed files with 503 additions and 16 deletions
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19
notebooks/TOT/ES-Model-Drop.ipynb
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@@ -18,10 +18,10 @@
"name": "stderr",
"output_type": "stream",
"text": [
"[64660:MainThread](2021-04-11 23:57:38,079) INFO - qlib.Initialization - [config.py:276] - default_conf: client.\n",
"[64660:MainThread](2021-04-11 23:57:38,081) WARNING - qlib.Initialization - [config.py:291] - redis connection failed(host=127.0.0.1 port=6379), cache will not be used!\n",
"[64660:MainThread](2021-04-11 23:57:38,083) INFO - qlib.Initialization - [__init__.py:46] - qlib successfully initialized based on client settings.\n",
"[64660:MainThread](2021-04-11 23:57:38,084) INFO - qlib.Initialization - [__init__.py:47] - data_path=/Users/xuanyidong/.qlib/qlib_data/cn_data\n"
"[70363:MainThread](2021-04-12 13:25:01,065) INFO - qlib.Initialization - [config.py:276] - default_conf: client.\n",
"[70363:MainThread](2021-04-12 13:25:01,069) WARNING - qlib.Initialization - [config.py:291] - redis connection failed(host=127.0.0.1 port=6379), cache will not be used!\n",
"[70363:MainThread](2021-04-12 13:25:01,085) INFO - qlib.Initialization - [__init__.py:46] - qlib successfully initialized based on client settings.\n",
"[70363:MainThread](2021-04-12 13:25:01,092) INFO - qlib.Initialization - [__init__.py:47] - data_path=/Users/xuanyidong/.qlib/qlib_data/cn_data\n"
]
}
],
@@ -142,7 +142,7 @@
"name": "stderr",
"output_type": "stream",
"text": [
"[64660:MainThread](2021-04-11 23:57:38,469) INFO - qlib.workflow - [expm.py:290] - <mlflow.tracking.client.MlflowClient object at 0x7fba2bc7df70>\n"
"[70363:MainThread](2021-04-12 13:25:01,647) INFO - qlib.workflow - [expm.py:290] - <mlflow.tracking.client.MlflowClient object at 0x7fa920e56820>\n"
]
},
{
@@ -182,7 +182,7 @@
},
{
"cell_type": "code",
"execution_count": 27,
"execution_count": 8,
"id": "supreme-basis",
"metadata": {},
"outputs": [],
@@ -204,7 +204,7 @@
" \n",
" dpi, width, height = 200, 4000, 2000\n",
" figsize = width / float(dpi), height / float(dpi)\n",
" LabelSize, LegendFontsize = 22, 18\n",
" LabelSize, LegendFontsize = 22, 22\n",
" font_gap = 5\n",
" colors = ['k', 'r']\n",
" markers = ['*', 'o']\n",
@@ -227,6 +227,7 @@
" cur_ax.scatter(x_values, y_values,\n",
" marker=markers[idx], s=3, c=colors[idx], alpha=0.9,\n",
" label=legend)\n",
" cur_ax.set_yticks(np.arange(4, 11, 2))\n",
" cur_ax.set_xlabel(\"sorted architectures\", fontsize=LabelSize)\n",
" cur_ax.set_ylabel(\"{:} IC (%)\".format('training' if train_or_test else 'validation'), fontsize=LabelSize)\n",
" for tick in cur_ax.xaxis.get_major_ticks():\n",
@@ -246,7 +247,7 @@
},
{
"cell_type": "code",
"execution_count": 28,
"execution_count": 9,
"id": "shared-envelope",
"metadata": {},
"outputs": [
@@ -254,7 +255,7 @@
"name": "stdout",
"output_type": "stream",
"text": [
"{'TSF-8x6', 'TSF-6x6', 'TSF-4x24', 'TSF-3x32', 'TSF-7x6', 'TSF-4x12', 'TSF-2x12', 'TSF-1x24', 'TSF-1x32', 'TSF-6x32', 'TSF-7x48', 'TSF-4x6', 'TSF-5x32', 'TSF-6x24', 'TSF-8x24', 'TSF-5x6', 'TSF-3x24', 'TSF-6x12', 'TSF-3x12', 'TSF-5x64', 'TSF-5x12', 'TSF-7x32', 'TSF-6x48', 'TSF-3x64', 'TSF-5x48', 'TSF-7x24', 'TSF-4x32', 'TSF-4x64', 'TSF-2x64', 'TSF-8x12', 'TSF-7x64', 'TSF-3x6', 'TSF-1x6', 'TSF-8x64', 'TSF-2x6', 'TSF-6x64', 'TSF-7x12', 'TSF-2x24', 'TSF-8x48', 'TSF-1x64', 'TSF-4x48', 'TSF-8x32', 'TSF-2x48', 'TSF-1x12', 'TSF-5x24', 'TSF-3x48', 'TSF-2x32', 'TSF-1x48'}\n",
"{'TSF-3x48', 'TSF-2x64', 'TSF-2x12', 'TSF-8x48', 'TSF-6x32', 'TSF-4x48', 'TSF-8x6', 'TSF-4x6', 'TSF-2x32', 'TSF-5x12', 'TSF-5x64', 'TSF-1x64', 'TSF-2x24', 'TSF-8x24', 'TSF-4x12', 'TSF-6x12', 'TSF-1x32', 'TSF-5x32', 'TSF-3x24', 'TSF-8x12', 'TSF-5x48', 'TSF-6x64', 'TSF-7x64', 'TSF-7x48', 'TSF-1x6', 'TSF-2x48', 'TSF-7x24', 'TSF-3x32', 'TSF-1x24', 'TSF-4x64', 'TSF-3x12', 'TSF-8x64', 'TSF-4x32', 'TSF-5x6', 'TSF-7x6', 'TSF-7x12', 'TSF-3x6', 'TSF-4x24', 'TSF-6x48', 'TSF-6x6', 'TSF-1x48', 'TSF-1x12', 'TSF-7x32', 'TSF-5x24', 'TSF-2x6', 'TSF-6x24', 'TSF-3x64', 'TSF-8x32'}\n",
"The Desktop is at: /Users/xuanyidong/Desktop\n",
"There are 104 qlib-results\n"
]