environment.yml

name: lidar_win #lidar_remote_cpu
channels:
  - defaults
  - conda-forge
  - pytorch
  - nvidia
  - pro
dependencies:
  - netcdf4
  - xarray #=0.19
  - tensorboard
  - pip
  - sphinx
  - multiprocess
  - pyyaml
  - torchvision
  - seaborn
  #- ray-tune #=1.4
  - opencv
  - astral
  - numpy #=1.22.2
  - pandas
  - tqdm
  - openpyxl
  - matplotlib
  - pytorch  # =1.7
  - astropy
  - pytorch-lightning #=1.4
  - jupyter
  - jupyterlab
  - scikit-learn #=1.1.1
  - scikit-image
  - scipy # =1.8.0
  - nb_conda_kernels
  - nb_conda
  - nc-time-axis
  - python =3.9
  - sqlite
  - cudatoolkit = 12.0
  - flox
  - cupy
  #- python-graphviz
  #- tensorflow
  - pip:
      - ray[tune]
      - ray[default]
      #      - pytorch-lightning
      - pytictoc
      - git+https://github.com/scaperex/ARLreader.git
      - git+https://gitlab.com/ioannis_binietoglou/lidar_molecular.git
      - nvitop
      #- torchviz # requires installation of Graphviz `winget install graphviz` see: https://graphviz.org/download/
      - latex
# To define cudatoolkit and cudnn version go to: https://docs.nvidia.com/deeplearning/cudnn/support-matrix/index.html
# conda activate base
# sudo bash cuda-11.3.sh #change for 12 if available
# bash anaconda-tensorflow.sh
# conda install pytorch torchvision torchaudio cudatoolkit=11.3  -c pytorch tensorboard #change for 12 if available
# conda config --add channels conda-forge
# conda create --name lidar_remote
# conda activate lidar_remote
# conda install netcdf4 xarray pip sphinx multiprocess pyyaml torchvision seaborn opencv astral numpy pandas tqdm openpyxl matplotlib astropy jupyter jupyterlab scikit-learn scikit-image scipy nb_conda_kernels nb_conda nc-time-axis sqlite
# pip install "ray[tune]" "ray[default]" pytorch-lightning pytictoc nvitop git+https://github.com/scaperex/ARLreader.git git+https://gitlab.com/ioannis_binietoglou/lidar_molecular.git nvitop latex
# conda install -c conda-forge flox cupy cudatoolkit=12.0
# scipy netcdf4 xarray tensorboard pip sphinx multiprocess pyyaml torchvision seaborn opencv astral numpy pandas tqdm openpyxl matplotlib pytorch astropy jupyter jupyterlab scikit-learn  nb_conda_kernels nb_conda nc-time-axis sqlite