Skip to content
View STREAM-RS's full-sized avatar

Block or report STREAM-RS

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
STREAM-RS/README.md

git clone --recursive --remote-submodules https://github.com/STREAM-RS/STREAM-RS

Tutorials for using MDNs with in situ measurements and satellite imagery
Requirements:
-Conda or pip to create a virtual environment | https://github.com/conda-forge/miniforge or https://docs.anaconda.com/miniconda/
-(if not using Conda) Python V3.12
-git | https://github.com/git-guides/install-git
-git-lfs | https://docs.github.com/en/repositories/working-with-files/managing-large-files/installing-git-large-file-storage

Installation steps to be run in in Terminal (or Command Prompt for Windows):

  1. Create directory to hold tutorials and environment:
    mkdir Aquaverse
  2. Navigate to directory:
    cd Aquaverse
  3. Clone tutorials repo:
    git clone https://github.com/ryan-edward-oshea/MDN_tutorials.git
  4. Skip if using conda: Install Python 3.12
  5. Create a virtual environment:
    python3.12 -m venv AQV_env_11_19_25
    or with conda: conda create -n AQV_env_11_19_25 python=3.12
  6. Activate the environment:
    Mac/Linux:source AQV_env_11_19_25/bin/activate
    Windows:AQV_env_11_19_25\Scripts\activate
    or with conda: conda activate AQV_env_11_19_25
  7. Update pip:
    python -m pip install --upgrade pip
  8. Install the MDN into the python environment and update dependencies:
    pip install git+https://github.com/STREAM-RS/MDN-STREAM.git@development
  9. Start JupyterHub notebook in command line with:
    jupyter-notebook
  10. Open the tutorials:
    ./MDN_tutorials/SC_1_....

Common issues:

  1. Unable to install Latex --> add "mpl.rcParams['text.usetex']=False" before generating plots.
  2. Do not install MDN wihin Box/Onedrive folder.

Popular repositories Loading

  1. STREAM-RS STREAM-RS Public

    18 5

  2. MDN MDN Public

    Forked from BrandonSmithJ/MDN

    Mixture Density Network for water constituent estimation

    Python 8 8

  3. MDN-Phycocyanin MDN-Phycocyanin Public

    Forked from ryan-edward-oshea/MDN-Phycocyanin

    MDN for Phycocyanin retrieval from HICO and PRISMA Imagery

    Python 4 2

  4. MDN-STREAM MDN-STREAM Public

    Provides an updated MDN (as of 11/12/2025) that supports additional python versions.

    Python 1 2