antreasantoniou / awesomemldevenvironment

AwesomeMLDevEnvironment

1. Navigate to the directory in which you wish to install the conda package manager, and download the relevant miniforge installation:

   wget https://github.com/conda-forge/miniforge/releases/latest/download/Miniforge3-$(uname)-$(uname -m).sh -O $HOME/conda.sh

2. Install miniforge:

   bash $HOME/conda.sh -bf -p $HOME/conda/

3. Create a conda environment variable and add it to your bash profile. Then source it into the shell:

   CONDA_DIR=$HOME/conda/
   source $CONDA_DIR/bin/activate

4. [Optional] If you prefer to have the conda variable loaded upon opening your terminal, and your environment sourced, add the new conda environment variable to your ~/.bashrc file, along with the source command

   echo "export 'CONDA_DIR=${CONDA_DIR}'" >> $HOME/.bashrc
   echo "source $CONDA_DIR/bin/activate" >> $HOME/.bashrc
   echo 'eval "$(starship init bash)"' # add this to your .bashrc 

5. Create a conda environment for the GATE framework:

   conda create -n GATE-env python=3.8 -y
   conda activate GATE-env

6. Install pytorch and torchvision:

   conda install pytorch torchvision torchaudio cudatoolkit=11.3 -c pytorch-nightly -y
   conda install opencv -y
   conda install h5py -y
   conda install micro bat git-lfs starship tmux -y

7. Customize tmux:

   cd
   git clone https://github.com/gpakosz/.tmux.git
   ln -s -f .tmux/.tmux.conf
   cp .tmux/.tmux.conf.local .