Python 如何在GoogleColab上安装auto sklearn？

我想使用。我使用了来自此的代码。所有软件包都已安装。但我犯了这样的错误

!curl https://raw.githubusercontent.com/automl/auto-sklearn/master/requirements.txt | xargs -n 1 -L 1 pip install 
!pip install auto-sklearn
import autosklearn.classification


---------------------------------------------------------------------------
ImportError                               Traceback (most recent call last)
<ipython-input-9-f7b2b884019b> in <module>()
     24 from keras.callbacks import EarlyStopping
     25 from keras.metrics import categorical_accuracy
---> 26 import autosklearn.classification
     27 
     28 

/usr/local/lib/python3.6/dist-packages/autosklearn/classification.py in <module>()
----> 1 from autosklearn.estimators import AutoSklearnClassifier

/usr/local/lib/python3.6/dist-packages/autosklearn/estimators.py in <module>()
      3 import numpy as np
      4 
----> 5 from autosklearn.automl import AutoMLClassifier, AutoMLRegressor
      6 from autosklearn.util.backend import create

/usr/local/lib/python3.6/dist-packages/sklearn/ensemble/base.py in <module>()
     12 from ..base import BaseEstimator
     13 from ..base import MetaEstimatorMixin
---> 14 from ..utils import _get_n_jobs, check_random_state
     15 from ..externals import six
     16 from abc import ABCMeta, abstractmethod

ImportError: cannot import name '_get_n_jobs'

！卷曲https://raw.githubusercontent.com/automl/auto-sklearn/master/requirements.txt |xargs-n1-l1pip安装
!pip安装自动学习
导入autosklearn.classification
---------------------------------------------------------------------------
ImportError回溯（最近一次呼叫最后一次）
在（）
24从keras.callbacks导入早期终止
25来自keras.metrics导入分类精度
--->26进口自动学习分类
27
28
/usr/local/lib/python3.6/dist-packages/autosklearn/classification.py in（）
---->1来自autosklearn。估计器导入autosklearn分类器
/usr/local/lib/python3.6/dist-packages/autosklearn/estimators.py in（）
3作为np输入numpy
4.
---->5从autosklearn.automl导入AutoMLClassifier、AutoMLRegressionor
6从autosklearn.util.backend导入创建
/usr/local/lib/python3.6/dist-packages/sklearn/employee/base.py in（）
12从..基准进口基准估计器
13从..基本导入元混合
--->14从..utils导入\u获取\u n \u作业，检查\u随机\u状态
15从..外部导入6
16来自abc进口ABCMeta，abstractmethod
ImportError:无法导入名称“\u获取\u作业”

我尝试了指定安装文件夹。但我仍然有相同的错误

谁能帮我一下吗

添加 我尝试了tidylobster和CrepeGoat解决方案。然后我得到了另一条错误消息，如下所示

---------------------------------------------------------------------------
AttributeError                            Traceback (most recent call last)
/usr/local/lib/python3.6/dist-packages/pkg_resources/__init__.py in _dep_map(self)
   2896         try:
-> 2897             return self.__dep_map
   2898         except AttributeError:

/usr/local/lib/python3.6/dist-packages/pkg_resources/__init__.py in __getattr__(self, attr)
   2690         if attr.startswith('_'):
-> 2691             raise AttributeError(attr)
   2692         return getattr(self._provider, attr)

AttributeError: _DistInfoDistribution__dep_map

During handling of the above exception, another exception occurred:

AttributeError                            Traceback (most recent call last)
/usr/local/lib/python3.6/dist-packages/pkg_resources/__init__.py in _parsed_pkg_info(self)
   2887         try:
-> 2888             return self._pkg_info
   2889         except AttributeError:

/usr/local/lib/python3.6/dist-packages/pkg_resources/__init__.py in __getattr__(self, attr)
   2690         if attr.startswith('_'):
-> 2691             raise AttributeError(attr)
   2692         return getattr(self._provider, attr)

AttributeError: _pkg_info

During handling of the above exception, another exception occurred:

FileNotFoundError                         Traceback (most recent call last)
<ipython-input-2-e20ebb276309> in <module>()
      5 get_ipython().system('pip install auto-sklearn')
      6 
----> 7 import autosklearn.classification

/usr/local/lib/python3.6/dist-packages/autosklearn/__init__.py in <module>()
     16 '''
     17 
---> 18 dependencies.verify_packages(__MANDATORY_PACKAGES__)
     19 
     20 if os.name != 'posix':

/usr/local/lib/python3.6/dist-packages/autosklearn/util/dependencies.py in verify_packages(packages)
     25             operation = match.group('operation1')
     26             version = match.group('version1')
---> 27             _verify_package(name, operation, version)
     28         else:
     29             raise ValueError('Unable to read requirement: %s' % package)

/usr/local/lib/python3.6/dist-packages/autosklearn/util/dependencies.py in _verify_package(name, operation, version)
     32 def _verify_package(name, operation, version):
     33     try:
---> 34         module = pkg_resources.get_distribution(name)
     35         installed_version = LooseVersion(module.version)
     36     except pkg_resources.DistributionNotFound:

/usr/local/lib/python3.6/dist-packages/pkg_resources/__init__.py in get_distribution(dist)
    477         dist = Requirement.parse(dist)
    478     if isinstance(dist, Requirement):
--> 479         dist = get_provider(dist)
    480     if not isinstance(dist, Distribution):
    481         raise TypeError("Expected string, Requirement, or Distribution", dist)

/usr/local/lib/python3.6/dist-packages/pkg_resources/__init__.py in get_provider(moduleOrReq)
    353     """Return an IResourceProvider for the named module or requirement"""
    354     if isinstance(moduleOrReq, Requirement):
--> 355         return working_set.find(moduleOrReq) or require(str(moduleOrReq))[0]
    356     try:
    357         module = sys.modules[moduleOrReq]

/usr/local/lib/python3.6/dist-packages/pkg_resources/__init__.py in require(self, *requirements)
    896         included, even if they were already activated in this working set.
    897         """
--> 898         needed = self.resolve(parse_requirements(requirements))
    899 
    900         for dist in needed:

/usr/local/lib/python3.6/dist-packages/pkg_resources/__init__.py in resolve(self, requirements, env, installer, replace_conflicting, extras)
    790 
    791             # push the new requirements onto the stack
--> 792             new_requirements = dist.requires(req.extras)[::-1]
    793             requirements.extend(new_requirements)
    794 

/usr/local/lib/python3.6/dist-packages/pkg_resources/__init__.py in requires(self, extras)
   2633     def requires(self, extras=()):
   2634         """List of Requirements needed for this distro if `extras` are used"""
-> 2635         dm = self._dep_map
   2636         deps = []
   2637         deps.extend(dm.get(None, ()))

/usr/local/lib/python3.6/dist-packages/pkg_resources/__init__.py in _dep_map(self)
   2897             return self.__dep_map
   2898         except AttributeError:
-> 2899             self.__dep_map = self._compute_dependencies()
   2900             return self.__dep_map
   2901 

/usr/local/lib/python3.6/dist-packages/pkg_resources/__init__.py in _compute_dependencies(self)
   2906         reqs = []
   2907         # Including any condition expressions
-> 2908         for req in self._parsed_pkg_info.get_all('Requires-Dist') or []:
   2909             reqs.extend(parse_requirements(req))
   2910 

/usr/local/lib/python3.6/dist-packages/pkg_resources/__init__.py in _parsed_pkg_info(self)
   2888             return self._pkg_info
   2889         except AttributeError:
-> 2890             metadata = self.get_metadata(self.PKG_INFO)
   2891             self._pkg_info = email.parser.Parser().parsestr(metadata)
   2892             return self._pkg_info

/usr/local/lib/python3.6/dist-packages/pkg_resources/__init__.py in get_metadata(self, name)
   1408         if not self.egg_info:
   1409             return ""
-> 1410         value = self._get(self._fn(self.egg_info, name))
   1411         return value.decode('utf-8') if six.PY3 else value
   1412 

/usr/local/lib/python3.6/dist-packages/pkg_resources/__init__.py in _get(self, path)
   1520 
   1521     def _get(self, path):
-> 1522         with open(path, 'rb') as stream:
   1523             return stream.read()
   1524 

FileNotFoundError: [Errno 2] No such file or directory: '/usr/local/lib/python3.6/dist-packages/scikit_learn-0.20.1.dist-info/METADATA'

---------------------------------------------------------------------------
AttributeError回溯（最近一次呼叫上次）
/usr/local/lib/python3.6/dist-packages/pkg\u-resources/\uuuuuu-init\uuuuuuuuu.py-in\u-dep\u-map（self）
2896尝试：
->2897返回自我部门地图
2898除属性错误外：
/usr/local/lib/python3.6/dist-packages/pkg_-resources/__-init__;.py-in ___-getattr（self，attr）
2690如果属性开始使用（“”“）：
->2691提高属性错误（属性）
2692返回getattr（自提供程序，attr）
AttributeError:\u DistInfoDistribution\u dep\u map
在处理上述异常期间，发生了另一个异常：
AttributeError回溯（最近一次呼叫上次）
/usr/local/lib/python3.6/dist-packages/pkg_-resources/_-init__;u.py in_-parsed_-pkg_-info（self）
2887尝试：
->2888返回自我包装信息
2889除属性错误外：
/usr/local/lib/python3.6/dist-packages/pkg_-resources/__-init__;.py-in ___-getattr（self，attr）
2690如果属性开始使用（“”“）：
->2691提高属性错误（属性）
2692返回getattr（自提供程序，attr）
AttributeError:_pkg_info
在处理上述异常期间，发生了另一个异常：
FileNotFoundError回溯（最近一次调用上次）
在（）
5 get_ipython（）.system（'pip install auto sklearn'）
6.
---->7导入autosklearn.classification
/usr/local/lib/python3.6/dist-packages/autosklearn/__-init__;u.py-in（）
16 '''
17
--->18依赖项。验证\u包（\u强制\u包）
19
20如果os.name！='posix'：
/验证_包（包）中的usr/local/lib/python3.6/dist-packages/autosklearn/util/dependencies.py
25操作=匹配。组（'operation1'）
26 version=match.group（'version1'）
--->27验证包（名称、操作、版本）
28.其他：
29 raise VALUERROR（'无法读取要求：%s'%1！'）
/usr/local/lib/python3.6/dist-packages/autosklearn/util/dependencies.py in_verify_包（名称、操作、版本）
32 def验证包（名称、操作、版本）：
33尝试：
--->34模块=打包资源。获取分发（名称）
35已安装版本=未安装版本（模块版本）
36除pkg_resources.DistributionNotFound外：
/get_发行版（dist）中的usr/local/lib/python3.6/dist-packages/pkg_-resources/__-init__u;.py
477 dist=需求解析（dist）
478如果存在（距离，要求）：
-->479 dist=获取提供程序（dist）
480如果不存在（距离、分布）：
481 raise TypeError（“预期字符串、要求或分发”，dist）
/获取提供程序（moduleOrReq）中的usr/local/lib/python3.6/dist-packages/pkg_-resources/__-init__.py
353“返回指定模块或需求的IResourceProvider”
354如果存在（模块RREQ，要求）：
-->355返回工作集。查找（moduleOrReq）或要求（str（moduleOrReq））[0]
356试试：
357模块=系统模块[moduleOrReq]
/usr/local/lib/python3.6/dist packages/pkg_resources/__init__.py in require（self，*requirements）
包括896，即使它们已在此工作集中激活。
897         """
-->898 needed=self.resolve（解析需求（需求））
899
900，用于需要的地区：
/usr/local/lib/python3.6/dist packages/pkg_resources/__init__.py解析（self、requirements、env、installer、replace_、extras）
790
791#将新需求推到堆栈上
-->792新需求=地区需求（额外需求）[：-1]
793要求。扩展（新要求）
794
/usr/local/lib/python3.6/dist-packages/pkg_-resources/__-init__;.py-in-requires（self，extras）
2633 def需要（自身，额外=（））：
2634“如果使用了'extras'，则此发行版所需的要求列表”
->2635 dm=自分解图
2636 deps=[]
2637 deps.extend（dm.get（None，（）））
/usr/local/lib/python3.6/dist-packages/pkg\u-resources/\uuuuuu-init\uuuuuuuuu.py-in\u-dep\u-map（self）
2897返回自我部门地图
2898除属性错误外：
->2899 self.\u dep\u map=self.\u compute\u dependencie
!sudo apt-get install build-essential swig
!curl https://raw.githubusercontent.com/automl/auto-sklearn/master/requirements.txt | xargs -n 1 -L 1 pip install
!pip install auto-sklearn
import autosklearn.classification

!sudo apt-get update
!sudo apt-get install build-essential swig
!sudo apt-get upgrade
!curl https://raw.githubusercontent.com/automl/auto-sklearn/master/requirements.txt | xargs -n 1 -L 1 pip install
!pip install auto-sklearn

import autosklearn.classification

!sudo apt-get install build-essential swig
!curl https://raw.githubusercontent.com/automl/auto-sklearn/master/requirements.txt | xargs -n 1 -L 1 pip install
!pip install auto-sklearn

for _ in range(3):
    try:
        import autosklearn.classification
        break
    except:
        pass
else:
    raise ImportError("failed to import from autosklearn")