environment.yml

name: geospatial
channels:
  - conda-forge
  - defaults
dependencies:
  - python=3.7.3
  - cartopy
  - pip
  - pip:
      # Data manipulating
      - pandas
      - numpy
      - tqdm
      - pyarrow
      # Plotting tools
      # - cartopy 
      - matplotlib
      - pillow
      - seaborn
      # Needed for cpu stats
      - psutil
      - shapely # Geometric objects, predicates, and operations
      - pyproj # Python interface to PROJ (cartographic projections and coordinate transformations library)
      - nltk # Natural Language Processing with Python
      - snakeviz # A web-based viewer for Python profiler output
      - geopandas # Geographic pandas extensions
      - descartes # Use geometric objects as matplotlib paths and patches
      - datashader # Data visualization toolchain based on aggregating into a grid
      - holoviews # Stop plotting your data - annotate your data and let it visualize itself.
      - jupyterlab # The JupyterLab notebook server extension.
      - jupyter_contrib_nbextensions # A collection of Jupyter nbextensions. 
      - folium # Make beautiful maps with Leaflet.js & Python
      - geojsoncontour # Convert matplotlib contour plots to geojson
      - dexplot # Simple plotting library for both long and wide data integrated with DataFrames
      - shap # A unified approach to explain the output of any machine learning model.
      - lime # Local Interpretable Model-Agnostic Explanations for machine learning classifiers
      - geocoder # Geocoder is a simple and consistent geocoding library.
      - bpython # Fancy Interface to the Python Interpreter
      - scikit-learn # A set of python modules for machine learning and data mining
      - flake8 # the modular source code checker: pep8, pyflakes and co
      - pudb # A full-screen, console-based Python debugger
      - DateTimeRange # DateTimeRange is a Python library to handle a time range. e.g. check whether a time is within the time range, get the intersection of time ranges, truncating a time range, iterate through a time range, and so forth.
      - pydeck  
      - keplergl
      - ffmpeg-python
      - ffmpeg