pythonでcsvデータの読み込みをするプログラムでこのようなエラーがでてしまいました。
何が悪くて出てしまっているのでしょうか。
pandas,tensorflow,kerasも使っています。
ソースコード
from __future__ import print_function import pandas as pd from pandas import Series,DataFrame from sklearn import svm from sklearn.model_selection import train_test_split from sklearn.metrics import accuracy_score import numpy as np import matplotlib.pyplot as plt import keras from keras.datasets import fashion_mnist from keras.models import Sequential from keras.layers import Dense, Dropout from keras.optimizers import RMSprop from keras.optimizers import Adam csvdataset = pd.read_csv("Train_Random.csv",header=0) #説明変数 x = DataFrame(csvdataset.drop("Result",axis=1)) #目的変数 y = DataFrame(csvdataset["Result"]) #説明変数・目的変数をそれぞれ訓練データ・テストデータに分割 x_train,x_test,y_train,y_test = train_test_split(x,y,test_size=0.08) #データの整形 x_train = x_train.astype(np.float) x_test = x_test.astype(np.float) y_train = keras.utils.to_categorical(y_train,10) y_test = keras.utils.to_categorical(y_test,10) #ニューラルネットワークの実装① model = Sequential() model.add(Dense(60, activation='relu', input_shape=(59,))) model.add(Dropout(0.2)) model.add(Dense(60, activation='relu', input_shape=(59,))) model.add(Dropout(0.2)) model.add(Dense(60, activation='relu', input_shape=(59,))) model.add(Dropout(0.2)) model.add(Dense(10, activation='softmax')) model.summary() print("\n") #ニューラルネットワークの実装② model.compile(loss='mean_squared_error',optimizer=RMSprop(),metrics=['accuracy']) #ニューラルネットワークの学習 history = model.fit(x_train, y_train,batch_size=200,epochs=100,verbose=1,validation_data=(x_test, y_test)) #ニューラルネットワークの推論 score = model.evaluate(x_test,y_test,verbose=1) print("\n") print("Test loss:",score[0]) print("Test accuracy:",score[1])
エラーコード
Using TensorFlow backend. ERROR:root:Internal Python error in the inspect module. Below is the traceback from this internal error. Traceback (most recent call last): File "C:\Users\user\Anaconda3\lib\site-packages\IPython\core\interactiveshell.py", line 3319, in run_code exec(code_obj, self.user_global_ns, self.user_ns) File "<ipython-input-3-2f825c83b484>", line 13, in <module> import keras File "C:\Users\user\Anaconda3\lib\site-packages\keras\__init__.py", line 3, in <module> from . import utils File "C:\Users\user\Anaconda3\lib\site-packages\keras\utils\__init__.py", line 6, in <module> from . import conv_utils File "C:\Users\user\Anaconda3\lib\site-packages\keras\utils\conv_utils.py", line 9, in <module> from .. import backend as K File "C:\Users\user\Anaconda3\lib\site-packages\keras\backend\__init__.py", line 89, in <module> from .tensorflow_backend import * File "C:\Users\user\Anaconda3\lib\site-packages\keras\backend\tensorflow_backend.py", line 360, in <module> name_scope = tf.name_scope AttributeError: module 'tensorflow' has no attribute 'name_scope' During handling of the above exception, another exception occurred: Traceback (most recent call last): File "C:\Users\user\Anaconda3\lib\site-packages\IPython\core\interactiveshell.py", line 2034, in showtraceback stb = value._render_traceback_() AttributeError: 'AttributeError' object has no attribute '_render_traceback_' During handling of the above exception, another exception occurred: Traceback (most recent call last): File "C:\Users\user\Anaconda3\lib\site-packages\IPython\core\ultratb.py", line 1151, in get_records return _fixed_getinnerframes(etb, number_of_lines_of_context, tb_offset) File "C:\Users\user\Anaconda3\lib\site-packages\IPython\core\ultratb.py", line 319, in wrapped return f(*args, **kwargs) File "C:\Users\user\Anaconda3\lib\site-packages\IPython\core\ultratb.py", line 353, in _fixed_getinnerframes records = fix_frame_records_filenames(inspect.getinnerframes(etb, context)) File "C:\Users\user\Anaconda3\lib\inspect.py", line 1502, in getinnerframes frameinfo = (tb.tb_frame,) + getframeinfo(tb, context) File "C:\Users\user\Anaconda3\lib\inspect.py", line 1460, in getframeinfo filename = getsourcefile(frame) or getfile(frame) File "C:\Users\user\Anaconda3\lib\inspect.py", line 696, in getsourcefile if getattr(getmodule(object, filename), '__loader__', None) is not None: File "C:\Users\user\Anaconda3\lib\inspect.py", line 733, in getmodule if ismodule(module) and hasattr(module, '__file__'): File "C:\Users\user\Anaconda3\lib\site-packages\tensorflow\__init__.py", line 50, in __getattr__ module = self._load() File "C:\Users\user\Anaconda3\lib\site-packages\tensorflow\__init__.py", line 44, in _load module = _importlib.import_module(self.__name__) File "C:\Users\user\Anaconda3\lib\importlib\__init__.py", line 127, in import_module return _bootstrap._gcd_import(name[level:], package, level) File "<frozen importlib._bootstrap>", line 1006, in _gcd_import File "<frozen importlib._bootstrap>", line 983, in _find_and_load File "<frozen importlib._bootstrap>", line 953, in _find_and_load_unlocked File "<frozen importlib._bootstrap>", line 219, in _call_with_frames_removed File "<frozen importlib._bootstrap>", line 1006, in _gcd_import File "<frozen importlib._bootstrap>", line 983, in _find_and_load File "<frozen importlib._bootstrap>", line 967, in _find_and_load_unlocked File "<frozen importlib._bootstrap>", line 677, in _load_unlocked File "<frozen importlib._bootstrap_external>", line 728, in exec_module File "<frozen importlib._bootstrap>", line 219, in _call_with_frames_removed File "C:\Users\user\Anaconda3\lib\site-packages\tensorflow_core\__init__.py", line 42, in <module> from tensorflow._api.v1 import compat File "C:\Users\user\Anaconda3\lib\site-packages\tensorflow_core\_api\v1\compat\__init__.py", line 23, in <module> from tensorflow._api.v1.compat import v1 File "C:\Users\user\Anaconda3\lib\site-packages\tensorflow_core\_api\v1\compat\v1\__init__.py", line 48, in <module> from tensorflow._api.v1.compat.v1 import linalg File "C:\Users\user\Anaconda3\lib\site-packages\tensorflow_core\_api\v1\compat\v1\linalg\__init__.py", line 33, in <module> from tensorflow.python.ops.linalg.linalg_impl import matrix_rank ImportError: cannot import name 'matrix_rank' from 'tensorflow.python.ops.linalg.linalg_impl' (C:\Users\user\Anaconda3\lib\site-packages\tensorflow_core\python\ops\linalg\linalg_impl.py) ---------------------------------------------------------------------------