I'm having the hardest time getting Tensorflow to install on my Mac and I've tried several approaches. Searching the internet for solutions led to recreating my Conda environments, trying pip, uninstalling things and trying again, downgrading Python, etc. Now I'm hoping someone can recreate my problem or see what I hope to be something very stupid I'm doing that makes this not work on my machine.
First, here is the problem.
import tensorflow as tf
from tensorflow.keras import layers, Sequential
from tensorflow.keras.optimizers import Adam
results in
{
"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'"
}
In this current iteration of attempting to fix the problem, here are my settings.
(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
Any ideas?
I've tried both updating and downgrading tensorflow and keras. Originally I was using Python 3.12.x, but I learned that was a no-no. Downgrading Python to 3.11.10 didn't work either, but the tensorflow documentation suggests that it's compatible with 3.11. The environment cpsproject is my third iteration of my virtual environment and it's the second iteration where I started by installing tensorflow first in hopes that any conflicts would be hashed out by Conda with subsequent package additions. That didn't work either, and that's the latest state I'm at now.
I'm having the hardest time getting Tensorflow to install on my Mac and I've tried several approaches. Searching the internet for solutions led to recreating my Conda environments, trying pip, uninstalling things and trying again, downgrading Python, etc. Now I'm hoping someone can recreate my problem or see what I hope to be something very stupid I'm doing that makes this not work on my machine.
First, here is the problem.
import tensorflow as tf
from tensorflow.keras import layers, Sequential
from tensorflow.keras.optimizers import Adam
results in
{
"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'"
}
In this current iteration of attempting to fix the problem, here are my settings.
(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
Any ideas?
I've tried both updating and downgrading tensorflow and keras. Originally I was using Python 3.12.x, but I learned that was a no-no. Downgrading Python to 3.11.10 didn't work either, but the tensorflow documentation suggests that it's compatible with 3.11. The environment cpsproject is my third iteration of my virtual environment and it's the second iteration where I started by installing tensorflow first in hopes that any conflicts would be hashed out by Conda with subsequent package additions. That didn't work either, and that's the latest state I'm at now.
1 Answer
Reset to default 0Reviewing the context you indicate, Python, TF, Keras is installed on your computer. However, the difficulty lies in the VScode interface, you must select the kernel for the “python environment” execution (upper right corner). More vscode details
I did a test with your lines of code using the default environment and then one with a correct environment, this worked without problem. An alternative, is to use Jupyter notebook, in the same conda environment, when installing jupyter notebook in conda, this problem did not occur.
Look at the following images: environment error: environment success
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tensorflow.pyscript file in your project directory? – FlyingTeller Commented Nov 26, 2024 at 8:19tensorflow.pyscript in my project directory. – Ben Salisbury Commented Nov 27, 2024 at 18:17