Style. Change the filename

竞赛优胜技巧/.ipynb_checkpoints/Optuna一种超参数优化框架-checkpoint.ipynb

@@ -2,20 +2,21 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "c32f110a",
+   "id": "b3d4d608",
    "metadata": {},
    "source": [
-    "# 自动AI工具\n",
+    "# Optuna一种超参数优化框架\n",
-    "该notebook将比较市面上的多个AutoAI工具，分别采用两组数据集进行比较，分别是加利福尼亚住房数据集（回归）和森林植被类型（多分类）"
+    "https://github.com/optuna/optuna\n",
+    "\n",
+    "分别采用两组数据集进行比较，分别是加利福尼亚住房数据集（回归）和森林植被类型（多分类）"
    ]
   },
   {
    "cell_type": "markdown",
-   "id": "b3d4d608",
+   "id": "b22b6f90",
    "metadata": {},
    "source": [
-    "# optuna一种超参数优化框架\n",
+    "## 结论：效果不错"
-    "https://github.com/optuna/optuna"
    ]
   },
   {
@@ -199,7 +200,7 @@
   {
    "cell_type": "code",
    "execution_count": 6,
-   "id": "ae15d84f",
+   "id": "94561283",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1196,7 +1197,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "131efa03",
+   "id": "bb67b354",
    "metadata": {},
    "source": [
     "## 森林植被类型（多分类）"
@@ -1205,7 +1206,7 @@
   {
    "cell_type": "code",
    "execution_count": 25,
-   "id": "f0c91411",
+   "id": "108949a0",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1223,7 +1224,7 @@
   {
    "cell_type": "code",
    "execution_count": 26,
-   "id": "3bad059a",
+   "id": "36e26941",
    "metadata": {},
    "outputs": [
     {
@@ -1385,7 +1386,7 @@
   {
    "cell_type": "code",
    "execution_count": 15,
-   "id": "dadfde40",
+   "id": "152a8658",
    "metadata": {
     "scrolled": true
    },
@@ -1465,7 +1466,7 @@
   {
    "cell_type": "code",
    "execution_count": 27,
-   "id": "431f184f",
+   "id": "67086c1c",
    "metadata": {},
    "outputs": [
     {
@@ -1490,7 +1491,7 @@
   {
    "cell_type": "code",
    "execution_count": 28,
-   "id": "066b89bf",
+   "id": "88350615",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1501,7 +1502,7 @@
   {
    "cell_type": "code",
    "execution_count": 58,
-   "id": "0b116325",
+   "id": "2e694b0c",
    "metadata": {
     "scrolled": true
    },
@@ -1616,7 +1617,7 @@
   {
    "cell_type": "code",
    "execution_count": 62,
-   "id": "7a44067d",
+   "id": "6d7d4447",
    "metadata": {},
    "outputs": [
     {
@@ -1635,7 +1636,7 @@
   {
    "cell_type": "code",
    "execution_count": 70,
-   "id": "aa1e005d",
+   "id": "f6571309",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1675,7 +1676,7 @@
   {
    "cell_type": "code",
    "execution_count": 72,
-   "id": "1d0f4e00",
+   "id": "4170d934",
    "metadata": {},
    "outputs": [
     {
@@ -4318,7 +4319,7 @@
   {
    "cell_type": "code",
    "execution_count": 73,
-   "id": "313f13a8",
+   "id": "d0cad2c6",
    "metadata": {},
    "outputs": [
     {
@@ -4336,7 +4337,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "e8772f1a",
+   "id": "63f90cf8",
    "metadata": {},
    "source": [
     "### 分类任务的结论\n",