{
"name": "ModuleNotFoundError",
"message": "No module named 'tensorflow.keras'",
"stack": "---------------------------------------------------------------------------
ModuleNotFoundError Traceback (most recent call last)
Cell In[16], line 20
17 from xgboost import XGBRegressor
19 import tensorflow as tf
---> 20 from tensorflow.keras import layers, Sequential
21 from tensorflow.keras.optimizers import Adam
ModuleNotFoundError: No module named 'tensorflow.keras'"
}
在试图解决问题的当前迭代中，这是我的设置。
(cpsproject) ben@BenBook final % which python
/Users/ben/opt/anaconda3/envs/cpsproject/bin/python
(cpsproject) ben@BenBook final % python --version
Python 3.11.10
(cpsproject) ben@BenBook final % conda list
# packages in environment at /Users/ben/opt/anaconda3/envs/cpsproject:
#
# Name Version Build Channel
_py-xgboost-mutex 2.0 cpu_0
absl-py 2.1.0 py311hecd8cb5_0
anyio 4.6.2 py311hecd8cb5_0
appnope 0.1.2 py311hecd8cb5_1001
argon2-cffi 21.3.0 pyhd3eb1b0_0
argon2-cffi-bindings 21.2.0 py311h6c40b1e_0
asttokens 2.0.5 pyhd3eb1b0_0
astunparse 1.6.3 py_0
async-lru 2.0.4 py311hecd8cb5_0
attrs 24.2.0 py311hecd8cb5_0
babel 2.11.0 py311hecd8cb5_0
beautifulsoup4 4.12.3 py311hecd8cb5_0
blas 1.0 openblas
bleach 4.1.0 pyhd3eb1b0_0
bottleneck 1.4.2 py311h9b7fc35_0
brotli 1.0.9 h6c40b1e_8
brotli-bin 1.0.9 h6c40b1e_8
brotli-python 1.0.9 py311hcec6c5f_8
bzip2 1.0.8 h6c40b1e_6
c-ares 1.19.1 h6c40b1e_0
ca-certificates 2024.9.24 hecd8cb5_0
certifi 2024.8.30 py311hecd8cb5_0
cffi 1.17.1 py311h9205ec4_0
charset-normalizer 3.3.2 pyhd3eb1b0_0
comm 0.2.1 py311hecd8cb5_0
contourpy 1.2.0 py311ha357a0b_0
cycler 0.11.0 pyhd3eb1b0_0
cyrus-sasl 2.1.28 h3973f50_1
debugpy 1.6.7 py311hcec6c5f_0
decorator 5.1.1 pyhd3eb1b0_0
defusedxml 0.7.1 pyhd3eb1b0_0
executing 0.8.3 pyhd3eb1b0_0
flatbuffers 24.3.25 h6d0c2b6_0
fonttools 4.51.0 py311h6c40b1e_0
freetype 2.12.1 hd8bbffd_0
gast 0.5.3 pyhd3eb1b0_0
gettext 0.21.0 h4e8c18a_2
giflib 5.2.2 h46256e1_0
glib 2.78.4 hcec6c5f_0
glib-tools 2.78.4 hcec6c5f_0
google-pasta 0.2.0 pyhd3eb1b0_0
grpcio 1.62.2 py311hab2016f_0
gst-plugins-base 1.14.1 hcec6c5f_1
gstreamer 1.14.1 h6c40b1e_1
h11 0.14.0 py311hecd8cb5_0
h5py 3.12.1 py311ha611a00_0
hdf5 1.12.1 ha01d115_3
httpcore 1.0.2 py311hecd8cb5_0
httpx 0.27.0 py311hecd8cb5_0
icu 73.1 hcec6c5f_0
idna 3.7 py311hecd8cb5_0
ipykernel 6.29.5 py311hecd8cb5_0
ipython 8.27.0 py311hecd8cb5_0
ipywidgets 8.1.2 py311hecd8cb5_0
jedi 0.19.1 py311hecd8cb5_0
jinja2 3.1.4 py311hecd8cb5_1
joblib 1.4.2 py311hecd8cb5_0
jpeg 9e h46256e1_3
json5 0.9.25 py311hecd8cb5_0
jsonschema 4.23.0 py311hecd8cb5_0
jsonschema-specifications 2023.7.1 py311hecd8cb5_0
jupyter 1.0.0 py311hecd8cb5_9
jupyter-lsp 2.2.0 py311hecd8cb5_0
jupyter_client 8.6.0 py311hecd8cb5_0
jupyter_console 6.6.3 py311hecd8cb5_0
jupyter_core 5.7.2 py311hecd8cb5_0
jupyter_events 0.10.0 py311hecd8cb5_0
jupyter_server 2.14.1 py311hecd8cb5_0
jupyter_server_terminals 0.4.4 py311hecd8cb5_1
jupyterlab 4.2.5 py311hecd8cb5_0
jupyterlab_pygments 0.1.2 py_0
jupyterlab_server 2.27.3 py311hecd8cb5_0
jupyterlab_widgets 3.0.10 py311hecd8cb5_0
keras 3.4.1 py311hecd8cb5_0
kiwisolver 1.4.4 py311hcec6c5f_0
krb5 1.20.1 h428f121_1
lcms2 2.12 hf1fd2bf_0
lerc 3.0 he9d5cce_0
libabseil 20240116.2 cxx17_h548131f_0
libbrotlicommon 1.0.9 h6c40b1e_8
libbrotlidec 1.0.9 h6c40b1e_8
libbrotlienc 1.0.9 h6c40b1e_8
libclang 14.0.6 default_hd95374b_1
libclang13 14.0.6 default_habbcc1a_1
libcurl 8.9.1 h3a17b82_0
libcxx 14.0.6 h9765a3e_0
libdeflate 1.17 hb664fd8_1
libedit 3.1.20230828 h6c40b1e_0
libev 4.33 h9ed2024_1
libffi 3.4.4 hecd8cb5_1
libgfortran 5.0.0 11_3_0_hecd8cb5_28
libgfortran5 11.3.0 h9dfd629_28
libglib 2.78.4 h19e1a8f_0
libgrpc 1.62.2 hf2926fd_0
libiconv 1.16 h6c40b1e_3
libllvm14 14.0.6 h26321d7_4
libnghttp2 1.57.0 h9beae6a_0
libopenblas 0.3.21 h54e7dc3_0
libpng 1.6.39 h6c40b1e_0
libpq 17.0 h184c1cd_0
libprotobuf 4.25.3 h34eed0b_0
libsodium 1.0.18 h1de35cc_0
libssh2 1.11.0 hf20ceda_0
libtiff 4.5.1 hcec6c5f_0
libwebp-base 1.3.2 h46256e1_1
libxgboost 2.1.1 hab2016f_0
libxml2 2.13.1 h6070cd6_2
llvm-openmp 14.0.6 h0dcd299_0
lz4-c 1.9.4 hcec6c5f_1
markdown 3.4.1 py311hecd8cb5_0
markdown-it-py 2.2.0 py311hecd8cb5_1
markupsafe 2.1.3 py311h6c40b1e_0
matplotlib 3.9.2 py311hecd8cb5_0
matplotlib-base 3.9.2 py311hc25a08b_0
matplotlib-inline 0.1.6 py311hecd8cb5_0
mdurl 0.1.0 py311hecd8cb5_0
mistune 2.0.4 py311hecd8cb5_0
ml_dtypes 0.4.0 py311he327ffe_0
mysql 8.4.0 hbfece55_1
namex 0.0.7 py311hecd8cb5_0
nbclient 0.8.0 py311hecd8cb5_0
nbconvert 7.16.4 py311hecd8cb5_0
nbformat 5.10.4 py311hecd8cb5_0
ncurses 6.4 hcec6c5f_0
nest-asyncio 1.6.0 py311hecd8cb5_0
notebook 7.2.2 py311hecd8cb5_1
notebook-shim 0.2.3 py311hecd8cb5_0
numexpr 2.10.1 py311hc59c7be_0
numpy 1.26.4 py311h91b6869_0
numpy-base 1.26.4 py311hb3ec012_0
openjpeg 2.5.2 hbf2204d_0
openldap 2.6.4 h6e6fb41_0
openssl 3.0.15 h46256e1_0
opt_einsum 3.3.0 pyhd3eb1b0_1
optree 0.12.1 py311h1962661_0
overrides 7.4.0 py311hecd8cb5_0
packaging 24.1 py311hecd8cb5_0
pandas 2.2.2 py311he327ffe_0
pandocfilters 1.5.0 pyhd3eb1b0_0
parso 0.8.3 pyhd3eb1b0_0
pcre2 10.42 h9b97e30_1
pexpect 4.8.0 pyhd3eb1b0_3
pillow 11.0.0 py311h9c91434_0
pip 24.2 py311hecd8cb5_0
platformdirs 3.10.0 py311hecd8cb5_0
ply 3.11 py311hecd8cb5_0
prometheus_client 0.21.0 py311hecd8cb5_0
prompt-toolkit 3.0.43 py311hecd8cb5_0
prompt_toolkit 3.0.43 hd3eb1b0_0
protobuf 4.25.3 py311h43dadc6_0
psutil 5.9.0 py311h6c40b1e_0
ptyprocess 0.7.0 pyhd3eb1b0_2
pure_eval 0.2.2 pyhd3eb1b0_0
py-xgboost 2.1.1 py311hecd8cb5_0
pycparser 2.21 pyhd3eb1b0_0
pygments 2.15.1 py311hecd8cb5_1
pyparsing 3.2.0 py311hecd8cb5_0
pyqt 5.15.10 py311hcec6c5f_0
pyqt5-sip 12.13.0 py311h6c40b1e_0
pysocks 1.7.1 py311hecd8cb5_0
python 3.11.10 h4d6d9e5_0
python-dateutil 2.9.0post0 py311hecd8cb5_2
python-fastjsonschema 2.20.0 py311hecd8cb5_0
python-flatbuffers 24.3.25 py311hecd8cb5_0
python-json-logger 2.0.7 py311hecd8cb5_0
python-tzdata 2023.3 pyhd3eb1b0_0
pytz 2024.1 py311hecd8cb5_0
pyyaml 6.0.2 py311h46256e1_0
pyzmq 25.1.2 py311hcec6c5f_0
qt-main 5.15.2 hf83fbd5_11
qtconsole 5.6.0 py311hecd8cb5_0
qtpy 2.4.1 py311hecd8cb5_0
re2 2022.04.01 he9d5cce_0
readline 8.2 hca72f7f_0
referencing 0.30.2 py311hecd8cb5_0
requests 2.32.3 py311hecd8cb5_1
rfc3339-validator 0.1.4 py311hecd8cb5_0
rfc3986-validator 0.1.1 py311hecd8cb5_0
rich 13.7.1 py311hecd8cb5_0
rpds-py 0.10.6 py311hf2ad997_0
scikit-learn 1.5.1 py311he327ffe_0
scipy 1.14.1 py311hedc7b93_0
seaborn 0.13.2 py311hecd8cb5_0
send2trash 1.8.2 py311hecd8cb5_0
setuptools 75.1.0 py311hecd8cb5_0
sip 6.7.12 py311hcec6c5f_0
six 1.16.0 pyhd3eb1b0_1
snappy 1.2.1 h6d0c2b6_0
sniffio 1.3.0 py311hecd8cb5_0
soupsieve 2.5 py311hecd8cb5_0
sqlite 3.45.3 h6c40b1e_0
stack_data 0.2.0 pyhd3eb1b0_0
tensorboard 2.17.0 py311hecd8cb5_0
tensorboard-data-server 0.7.0 py311hf1618be_1
tensorflow 2.17.0 cpu_py311hb3d9b59_0
tensorflow-base 2.17.0 cpu_py311h0426836_0
tensorflow-estimator 2.17.0 cpu_py311h7aa49ff_0
termcolor 2.1.0 py311hecd8cb5_0
terminado 0.17.1 py311hecd8cb5_0
threadpoolctl 3.5.0 py311h85bffb1_0
tinycss2 1.2.1 py311hecd8cb5_0
tk 8.6.14 h4d00af3_0
tornado 6.4.1 py311h46256e1_0
traitlets 5.14.3 py311hecd8cb5_0
typing-extensions 4.11.0 py311hecd8cb5_0
typing_extensions 4.11.0 py311hecd8cb5_0
tzdata 2024b h04d1e81_0
unicodedata2 15.1.0 py311h6c40b1e_0
urllib3 2.2.3 py311hecd8cb5_0
wcwidth 0.2.5 pyhd3eb1b0_0
webencodings 0.5.1 py311hecd8cb5_1
websocket-client 1.8.0 py311hecd8cb5_0
werkzeug 3.0.6 py311hecd8cb5_0
wheel 0.44.0 py311hecd8cb5_0
widgetsnbextension 4.0.10 py311hecd8cb5_0
wrapt 1.14.1 py311h6c40b1e_0
xgboost 2.1.1 py311hecd8cb5_0
xz 5.4.6 h6c40b1e_1
yaml 0.2.5 haf1e3a3_0
zeromq 4.3.5 hcec6c5f_0
zlib 1.2.13 h4b97444_1
zstd 1.5.6 h138b38a_0
任何想法？我尝试了更新和降级TensorFlow和Keras。 最初，我正在使用Python 3.12.x，但我了解到这是一个禁忌。 将Python降级到3.11.10也没有起作用，但是TensorFlow文档表明它与3.11兼容。 环境
cpsproject
评论您指示的上下文，在计算机上安装了Python，TF，Keras。但是，困难在于Vscode接口，您必须为“ Python环境”执行（右上角）选择内核。更多vscode
详细信息 我使用默认环境对您的代码行进行了测试，然后一个具有正确环境的环境进行了测试，这无问题。在Conda上安装Jupyter笔记本时，没有发生此问题。看以下图像： 环境错误：
环境成功