I cannot figure out how to install statsmodels on my M1 machine. After following the instructions in similar threads about scipy and numpy issues with M1, I am able to install these, but cannot install statsmodels.
Statsmodels issues were also raised here, but unresolved:
https://github.com/scipy/scipy/issues/13409
python --version Python 3.8.9
pip --version pip 21.3.1
The command pip install statsmodels==0.13.1 leads to the error message:
ERROR: Could not find a version that satisfies the requirement statsmodels==0.13.1
Has anyone managed to install it?
Thank you!
Have you tried installing it from conda-forge? This package page shows that there's a osx-arm64 version available.
You can install Miniforge (or Mambaforge, if you prefer) for Apple Silicon platforms from the conda-forge GitHub repo. Then just follow the installation instructions and create an environment to install statsmodels into.
Unfortunately, I don't have an M1 machine so I can't test if it's working.
Try statsmodels 0.13.2, in which support for M1 Macs was added (https://github.com/statsmodels/statsmodels/issues/7625)
Related
The Mac Book Air M1 chip doesn't seem to support pep517 according to the errors of installing third-party libraries with pip or brew. Even using these methods without pep517 downloading the library locally didn't work. How does one circumvent this?
Error from using pip install pandas:
Failed to build numpy
ERROR: Could not build wheels for numpy which use PEP 517 and cannot be installed directly
I've tried this:
pip install <lib>
installing the library locally and trying to install with pip without pep517
brew install <lib>
openblas installation of lib
python env on the intel venv
I had the exact same problem, with a different library but with the same error code for PEP 517, I was using python 3.9 at the time, I checked the docs and found out that it's a problem with the python version for the library, downgraded to Python 3.6 and voila! it worked.
Basically try downgrading to Python 3.6 and check.
Installing python libraries through Anaconda seems to work. I simply downloaded the installer and could later use the libraries globally. If someone has a better in-depth explanation, feel free to comment.
I was having the same message when trying to install a different package. I solved by removing the CommandLineTools and installing it again. The steps were:
sudo rm -r /Library/Developer/CommandLineTools
wait for command prompt...
xcode-select --install
This solved the issue for me.
System used:
MacOS Big Sur MacBook Air M1 processor -
Python 3.8.2 -
pip 20.3.3
I am trying to install Tensorflow 2 on my Mac, I have all the requirements needed, I tried
python -m pip install tensorflow but I receive these two errors:
ERROR: Could not find a version that satisfies the requirement tensorflow (from versions: none) ERROR: No matching distribution
found for tensorflow
I also tried to download from https://pypi.org/project/tensorflow/2.4.0/#files the last release for mac and python 3.8 and running python -m pip install /Users/v.b./Downloads/tensorflow-2.4.0-cp38-cp38-macosx_10_11_x86_64.whl
I receive this error:
ERROR: tensorflow-2.4.0-cp38-cp38-macosx_10_11_x86_64.whl is not a
supported wheel on this platform.
I think it is something really stupid I am missing but I don't know what it is. I googled a lot and some other people found a solution to similar problems but not exactly to mine. Does anyone have any clue or had the same issue ?
Check this one: https://github.com/apple/tensorflow_macos
Once downloaded you may use install_venv.sh to install tf with virtual environment.
Or install it to your current setup by running the command below:
python3 -m pip install --upgrade ~/Downloads/tensorflow_macos/x86_64/*.whl --no-dependencies --force
I'm trying to implement auto arima in my python 3.7 on Windows10 So I tried to install pyramid-armia using following command
pip install pyramid-arima
But I'm getting error message
Could not find a version that satisfies the requirement pyramid-arima (from versions: )]
No matching distribution found for pyramid-arima
I also tried steps mentioned here
But got the same error message
Can you please guide me to install it?
This error might be because there is no version of package that fits combination of versions of your Python, Operating System, Cpu Type and Instruction Set.
That package is out-dated and abandoned, hence not installable, use new replacement, which is pmdarima package:
pip install pmdarima
and import like:
import pmdarima
Official documentation for pmdarima is here.
If still you're getting same error for new pmdarima then download .whl package directly from here.
You need to download package corresponding to your python version and windows bits. E.g. if you have Python 3.7 and Windows 64-bit then download pmdarima-1.7.1-cp37-cp37m-win_amd64.whl (or with win32 suffix for 32-bit windows), here cp37 means CPython version 3.7.
Then just install it like this:
pip install pmdarima-1.7.1-cp37-cp37m-win_amd64.whl
Also many trouble-some Windows prebuild .whl packages that have problems with installation/compilation are located here. I've often downloaded this prebuilt packages from there, when haven't succeeded with pip install. But for the case of pmdarima it is located at the first link but not second.
I'm trying to install tensorflow on windows. I have python3 (3.5.2) and pip3 (9.0.1):
pip3 install --upgrade tensorflow
Collecting tensorflow
Could not find a version that satisfies the requirement tensorflow (from versions: )
No matching distribution found for tensorflow
Found this issue here as well: tensorflow not found in pip
but none of the solutions worked for me. Any ideas?
Try the following at a Python command prompt:
import platform
platform.architecture()[0]
It should display '64bit'
Just having an x86 version of Python isn't enough.
I had the same problem. Thought I had a 64 bit installation but it turned out to be 32 bit.
BTW. it will also work fine with the Conda Python 3.6 distribution. And indeed use the distro from the Gohlke page as indicated by Guillaume Jacquenot.
You can download binary wheel from Christoph Gohlke's webpage
Once downloaded, you can run pip install tensorflow‑1.0.1‑cp35‑cp35m‑win_amd64.whl for Python 3.5 64 bit
This is what worked for me.
Currently, Tensorflow only works with 64-bit windows, not 32-bit.
So, you could create a new 64-bit environment and install tensorflow in it:
set CONDA_FORCE_32BIT=
conda create --name name_of_your_created_environment python=3.5
activate name_of_your_created_environment
conda install -c conda-forge tensorflow
CONDA_FORCE_32BIT=1 sets to a 32-bit environment whilst CONDA_FORCE_32BIT= sets to a 64-bit environment.
I have written a blog over this topic, you might find it interesting and helpful:
Mainly issue that people face is they install 32 bit python:
Solution as follows
Install Python 3.6 (Note down installation path, or simply custom install to C:\Python36) in your system - Make sure that Python is of "x64" architecture.
To check your python architecture
Import platform
platform.architecture()[0]
Link to download Python36 with 64 bit architecture : https://www.python.org/ftp/python/3.6.2/python-3.6.2-amd64.exe
For more info you can follow the this link
https://tensorflowwindows.quora.com/
pip3 install --upgrade https://storage.googleapis.com/tensorflow/mac/cpu/tensorflow-1.0.0-py3-none-any.whl
try this one under your python environment
Just follow 3 steps:
Install python 3.5.x version (64bit MUST)
Install pip
pip install tensorflow==2.0.0-alpha0
And you are good to go.
Found this after struggling for days
You need to install Python 3.7 to download end version of Tensorflow ->2.3 and some packages:
visual studio tools C++
cuda_10.1.105_418.96_win10
After spending hours I am able to fix TensorFlow installation issue on Windows. here is the summary https://stackoverflow.com/a/50475864/1996802
I am trying to follow to the installation guide on tensorflow.org and have installed Python version 2 again for that reason using Homebrew.
When I run the installation as described
$ pip install https://storage.googleapis.com/tensorflow/mac/tensorflow-0.5.0-py2-none-any.whl
I get this error message:
tensorflow-0.5.0-py2-none-any.whl is not a supported wheel on this platform.
I am obviously doing something wrong, but have no idea. Any clues?
I do not want to use virtualenv, since anaconda already comes with its own environment management conda. When installing the newest version 0.6.0 directly with pip install, I had a similar error. It seemed to not resolve the dependencies correctly.
Here is what you can try:
Install anaconda
Create a new conda workspace
Download the specific protobuf version that tensorflow needs: https://pypi.python.org/pypi/protobuf/3.0.0a3
Install it via sudo easy_install ~/Downloads/protobuf-3.0.0a3-py2.7.egg
Install a numpy version greater than 1.08.x via conda install numpy
Download the 0.6.0 version of tensorflow: https://storage.googleapis.com/tensorflow/mac/tensorflow-0.6.0-py2-none-any.whl
Install via pip install ~/Downloads/tensorflow-0.6.0-py2-none-any.whl
When you install tensorflow from the whl file directly, it should tell you when dependencies are not there. It seems not to be able to resolve these conflicts independently. My setup had issues with protobuf and numpy. After installing them manually everything worked fine.
I hope this helps!
It seems to be a common issue. Try to install it in the virtualenv. Its a much better solution, as you can always easily set up a new version of tensorflow without conflicts.
VirutalEnv Tutorial:
http://tensorflow.org/get_started/os_setup.md#virtualenv-based_installation
On the Mac, I didn't have any problem installing tensorflow with the anaconda version of python: https://www.continuum.io/downloads
The anaconda version also provides science, math, engineering, and data analysis packages. A lot of people on https://www.kaggle.com/ seem to use this...just a thought.