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  • Work with DEM data using Python from Simple to Complicated. Many python packages will be touched such as GDAL, numpy, xarray, rasterio, folium, cartopy, geopandas etc.

    Jupyter Notebook 48 27 MIT License Updated Aug 6, 2024
  • This tutorial is a companion volume of Matlab versionm but add more. Main objective is the transference of know-how in practical applications and management of statistical tools commonly used to ex…

    Jupyter Notebook 237 130 MIT License Updated Jul 28, 2024
  • A demo of FastAPI application to extract data at the specific points defined by [latitudes and longitudes] from a zarr dataset using Dask and Xarray. The key aim to speed up point data extraction f…

    Python 4 Updated Nov 4, 2023
  • myEvaPy Public

    Using Numba.njit to speed up extreme value analysis (EVA)

    Jupyter Notebook 1 1 GNU General Public License v3.0 Updated Jan 26, 2023
  • Jupyter Notebook 1 1 MIT License Updated Oct 18, 2022
  • A Tutorial shows how to build simple Point-In-Polygon(PIP) Web API using FastAPI and other python packages.

    Jupyter Notebook 5 2 MIT License Updated Oct 7, 2022
  • Precipitation-based indices are generally considered as the simplest indices because they are calculated solely based on long-term rainfall records that are often available. The mostly used precipi…

    Jupyter Notebook 32 21 MIT License Updated Jul 30, 2022
  • Some practical tutorials for creating concise charts for project summary reporting. At present, only focus on Line and Bar Charts. It might be extended in the future

    1 1 MIT License Updated Dec 14, 2021
  • Practice basic SQL syntax with Jupyter notebook. SQL is particularly useful in handling structured data where there are relations between different entities/variables of the data. SQL is a very imp…

    Jupyter Notebook 130 65 MIT License Updated Apr 28, 2021
  • mapclassify Public

    Forked from pysal/mapclassify

    Classification schemes for choropleth mapping.

    Jupyter Notebook BSD 3-Clause "New" or "Revised" License Updated Dec 19, 2020
  • Matplotlib styles for scientific plotting

    Python 2 1 MIT License Updated Dec 19, 2020
  • hPET Public

    Forked from Dagmawi-TA/hPET
    Python Updated Dec 9, 2020
  • jax Public

    Forked from jax-ml/jax

    Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

    Python Apache License 2.0 Updated Oct 14, 2020
  • Automated Machine Learning with scikit-learn

    Python BSD 3-Clause "New" or "Revised" License Updated Jul 30, 2020
  • atspy Public

    Forked from firmai/atspy

    Automated Time Series Models in Python (AtsPy)

    Python Updated Mar 12, 2020
  • koalas Public

    Forked from databricks/koalas

    Koalas: pandas API on Apache Spark

    Python Apache License 2.0 Updated Dec 7, 2019
  • Overlay a GeoTiff raster data on Interactive map created by folium python. This tutorial will finish three tasks: (1) Export a NetCDF data to a time series of geotiff images.; (2) Overlay a geotiff…

    Jupyter Notebook 11 2 MIT License Updated Jun 17, 2019
  • DockerMet Public

    Using Docker Compose to rapidly deploy a Jupyter Notebook environment for processing meteorological and climatic data. The Dockerfile was created based on the data-science stack image from Jupyter …

    Jupyter Notebook 1 MIT License Updated May 12, 2019
  • jupytext Public

    Forked from mwouts/jupytext

    Jupyter notebooks as Markdown documents, Julia, Python or R scripts

    Python MIT License Updated May 2, 2019
  • datasette Public

    Forked from simonw/datasette

    A tool for exploring and publishing data

    JavaScript Apache License 2.0 Updated Mar 16, 2019
  • Course materials and handouts for #100DaysOfCode in Python course

    Jupyter Notebook 1 1 MIT License Updated Mar 16, 2019
  • sosie Public

    Forked from brodeau/sosie

    SOSIE is Only a Surface Interpolation Environment

    Fortran GNU General Public License v3.0 Updated Jan 10, 2019
  • word_cloud Public

    Forked from amueller/word_cloud

    A little word cloud generator in Python

    Python MIT License Updated Jan 10, 2019
  • A light and plugable JavaScript library for integrated 2D/3D maps.

    JavaScript BSD 3-Clause "New" or "Revised" License Updated Jan 10, 2019
  • osmnx Public

    Forked from gboeing/osmnx

    OSMnx: Python for street networks. Retrieve, construct, analyze, and visualize street networks from OpenStreetMap.

    Python MIT License Updated Jan 8, 2019
  • Climate indices for drought monitoring, community reference implementations in Python

    Python 2 1 Other Updated Jul 5, 2018
  • This is a part of the training material of capacity building for hydrological modeling under climate change based on SWAT. In this part, SWAT simulations are post-processed by python-based tools su…

    Jupyter Notebook 7 5 MIT License Updated Jul 2, 2018
  • A piece of Python code to convert rater data such as NetCDF to GeoTIFF format. The code was extracted from my LinkedIn article at https://www.linkedin.com/pulse/convert-netcdf4-file-geotiff-using-p…

    Python 4 2 MIT License Updated Jun 19, 2018
  • A beginner's guide to carry out extreme value analysis, which consists of basic steps, multiple distribution fitting, confidential intervals, IDF/DDF, and a simple application of IDF information fo…

    Jupyter Notebook 51 33 MIT License Updated Sep 1, 2017
  • wradlib Public

    Forked from wradlib/wradlib

    weather radar data processing - python package

    Jupyter Notebook MIT License Updated Aug 21, 2017