Install XCode

sudo xcode-select --install

Install Brew.

/bin/bash -c "$(curl -fsSL https://raw.githubusercontent.com/Homebrew/install/HEAD/install.sh)"

Brew Services

brew install tree wget vim fig git htop imagemagick ffmpeg tmux

brew install --cask iterm2 visual-studio-code

Install ZSH.

sudo apt install zsh-autosuggestions zsh-syntax-highlighting zsh

Install Oh my ZSH.

sh -c "$(curl -fsSL https://raw.githubusercontent.com/ohmyzsh/ohmyzsh/master/tools/install.sh)"

iTerm2 Settings

Preferences > Profiles > Keys > Presets > Natural Text Editing

Install Python Dev Environment

Install Anaconda

curl -O https://repo.anaconda.com/miniconda/Miniconda3-latest-MacOSX-arm64.sh
sh Miniconda3-latest-MacOSX-arm64.sh

Initialize on Terminal if needed

conda init
source ~/.zshrc

Install popular libraries

python -m pip install --upgrade pip
pip install pandas numpy matplotlib seaborn scikit-learn requests

PyTorch Env

Create environment for PyTorch

conda create --name torchenv python=3.9
activate torchenv

Install Dependencies

brew install gcc

conda install astunparse numpy ninja pyyaml setuptools cmake cffi typing_extensions future six requests dataclasses
conda install pkg-config libuv

MPS acceleration is available on MacOS 12.3+

conda install pytorch torchvision torchaudio -c pytorch-nightly

if you get error

conda install pytorch -c pytorch-nightly
pip install --pre torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/nightly/cpu

Check if everyting is okay

python
import torch; torch.backends.mps.is_available()
# True