When I wanted to install Tensorflow for the first time on my Mac, I stumbled across Miniforge ( ) which is comparable to Miniconda, but with conda-forge as the default channel and a focus on supporting various CPU architectures. Like many other, I use conda to set up environments for my projects - preferably with Anaconda or Miniconda.
Since the M1 is an ARM-based system, many Python packages will not install properly because they are built to run on AMD64 (x86). I still struggle a lot with Python, Docker, and conda on my Mac, but I found a way to get many packages to run inside conda environments. You should also see the Anaconda Navigator under you Applications folder.If you recently bought or got a new M1 Mac from work and you are using Python to develop or work on data science projects you probably already wasted some hours trying to get some packages to run. To exit the Python shell, type quit() and hit return.
on darwin Type "help", "copyright", "credits" or "license" for more information. If Anaconda is properly installed, the version info it displays will include "Anaconda". Clear your terminal (type clear and hit return in the Terminal) and enter python. You can also verify the Python version, which should be version 3.7 (Apple’s computers come with version 2.x installed but Anaconda’s Python version should be reflected). (base) ~ % conda list # packages in environment at /Users/adrian/opt/anaconda3: # Name Version Build Channel _ipyw_jlab_nb_ext_conf 0.1.0 p圓7_0 alabaster 0.7.12 p圓7_0 anaconda 2020.02 p圓7_0 anaconda-client 1.7.2 p圓7_0 anaconda-navigator 1.9.12 p圓7_0 anaconda-project 0.8.4 py_0 applaunchservices 0.2.1 py_0 appnope 0.1.0 p圓7_0 appscript 1.1.0 p圓7h1de35cc_0. If Anaconda is installed and working, it will display a list of the packages and their versions installed on your machine. You can also verify that the installation worked by using the Terminal and entering conda list. Once you are done with the installation, you will find an opt folder in your home directory which contains the anaconda3 folder that was just installed.
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