Ubuntu ML Set-up

set-up.sh

sudo apt install python3-pip tmux vim git jupyter podman nodejs virtualbox ruby xclip curl -y
sudo apt install python3.10-venv -y
pip3 install librosa tensorflow numpy matplotlib torch pandas virtualenv

# install go
wget https://go.dev/dl/go1.19.linux-amd64.tar.gz
sudo rm -rf /usr/local/go && sudo tar -C /usr/local -xzf go1.19.linux-amd64.tar.gz
export PATH=$PATH:/usr/local/go/bin
sudo apt install gopls dlv -y

#vscode and its extensions
sudo snap install --classic code
code --install-extension ms-python.python 
code --install-extension mushan.vscode-paste-image 
code --install-extension  ms-toolsai.jupyter 
code --install-extension xabikos.JavaScriptSnippets
code --install-extension  HookyQR.beautify
code --install-extension  ecmel.vscode-html-css
code --install-extension  redhat.vscode-yaml
code --install-extension  ms-vscode.cpptools-extension-pack
code --install-extension  golang.Go
code --install-extension  yzhang.markdown-all-in-one
code --install-extension  vscodevim.vim
code --install-extension eamodio.gitlens

sudo snap install --classic vlc
sudo snap install --classic inkscape
sudo snap install --classic gimp
sudo snap install --classic blender
sudo snap install --classic freecad
sudo snap install --classic darktable

## cuda for ubuntu22.04 x86_64
cd ~/Downloads
wget https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2204/x86_64/cuda-ubuntu2204.pinsudo
mv cuda-ubuntu2204.pin /etc/apt/preferences.d/cuda-repository-pin-600
wget https://developer.download.nvidia.com/compute/cuda/11.7.0/local_installers/cuda-repo-ubuntu2204-11-7-local_11.7.0-515.43.04-1_amd64.deb
sudo dpkg -i cuda-repo-ubuntu2204-11-7-local_11.7.0-515.43.04-1_amd64.deb
cp /var/cuda-repo-ubuntu2204-11-7-local/cuda-*-keyring.gpg /usr/share/keyrings/
sudo apt-get update
sudo apt-get -y install cuda

# add to PATH cuda-11.7 and LD_LIBRARY_PATH in .bashrc --todo
# install cudnn (after downloading it from nvidia website)
 sudo dpkg -i cudnn-local-repo-ubuntu2204-8.6.0.163_1.0-1_amd64.deb
 sudo cp /var/cudnn-local-repo-/cudnn-local--keyring.gpg /usr/share/keyrings/
 sudo apt-get update
 sudo apt-get install libcudnn8=8.6.0.163-1+cuda11.8 
 sudo apt-get install libcudnn8-dev=8.6.0.163-1+cuda11.8 
 sudo apt-get install libcudnn8-samples=8.6.0.163-1+cuda11.8

# install container tool kit from https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/install-guide.html#podman
distribution=$(. /etc/os-release;echo $ID$VERSION_ID) \
    && curl -s -L https://nvidia.github.io/libnvidia-container/gpgkey | sudo apt-key add - \
    && curl -s -L https://nvidia.github.io/libnvidia-container/$distribution/libnvidia-container.list | sudo tee /etc/apt/sources.list.d/nvidia-container-toolkit.list
sudo apt-get update \
    && sudo apt-get install -y nvidia-container-toolkit

sudo mkdir -p /usr/share/containers/oci/hooks.d
sudo touch /usr/share/containers/oci/hooks.d/oci-nvidia-hook.json
json_tmp='{
    "version": "1.0.0",
    "hook": {
        "path": "/usr/bin/nvidia-container-toolkit",
        "args": ["nvidia-container-toolkit", "prestart"],
        "env": [
            "PATH=/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin"
        ]
    },
    "when": {
        "always": true,
        "commands": [".*"]
    },
    "stages": ["prestart"]
}
'
sudo echo $json_tmp > sudo touch /usr/share/containers/oci/hooks.d/oci-nvidia-hook.json
sudo sed -i 's/^#no-cgroups = false/no-cgroups = true/;' /etc/nvidia-container-runtime/config.toml

# pull a cuda image from dockerhub
podman pull docker.io/nvidia/cuda:11.0.3-base-ubuntu20.04

# install brave browser
sudo apt install apt-transport-https curl -y
sudo curl -fsSLo /usr/share/keyrings/brave-browser-archive-keyring.gpg https://brave-browser-apt-release.s3.brave.com/brave-browser-archive-keyring.gpg -y
echo "deb [signed-by=/usr/share/keyrings/brave-browser-archive-keyring.gpg arch=amd64] https://brave-browser-apt-release.s3.brave.com/ stable main"|sudo tee /etc/apt/sources.list.d/brave-browser-release.list
sudo apt update -y
sudo apt install brave-browser -y