61 Open source projects that are alternatives of or similar to esmlab

N-D labeled arrays and datasets in Python

Distributed Xarray with Apache Beam

Fast & furious GroupBy operations for dask.array

Climate Data Science and Earth Observation with Python.

Distributed SQL Engine in Python using Dask

Python for downloading model data (HRRR, RAP, GFS, NBM, etc.) from NOMADS, NOAA's Big Data Program partners (Amazon, Google, Microsoft), ECMWF open data, and the University of Utah Pando Archive System.

Extension to hypothesis for testing numpy general universal functions

Notes and practicals for my "Physics of the Climate System" lecture

🚕 A spreadsheet-like data preparation web app that works over Optimus (Pandas, Dask, cuDF, Dask-cuDF, Spark and Vaex)

The PyEarthScience repository created by DKRZ (German Climate Computing Center) provides Python scripts and Jupyter notebooks in particular for scientific data processing and visualization used in climate science. It contains scripts for visualization, I/O, and analysis using PyNGL, PyNIO, xarray, cfgrib, xesmf, cartopy, and others.

Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.

Experimental code for loading/saving XArray DataArrays to Geographic Rasters using rasterio

Radio Astronomy Algorithms Library

A Python interface between Earth Engine and xarray for processing time series data

a web system to allow users to automatically record history and manage complicated scientific workflows in web browsers involving the online spatial data facilities, high-performance computation platforms, and open-source libraries.

Python package to call processed EE objects via the REST API to local data

xarrayutils.readthedocs.io/

Climate Simulation Operations

A Python library for machine-learning and feedback loops on streaming data

Batch generation from xarray datasets

A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner

Start a cluster in EC2 for dask.distributed

A full pipeline AutoML tool for tabular data

Download and process GOES-16 and GOES-17 data from NOAA's archive on AWS using Python.

A lightweight interface for working with the Weather Research and Forecasting (WRF) model output in Xarray.

Read and write rasters in parallel using Rasterio and Dask

Php ile uavt adres kodu botu

Python client for using Prefect Cloud with Saturn Cloud

xarray interface for bpch files

🎛 Distributed machine learning made simple.

Python library for building Pangeo Forge recipes.

Reproducibility for Humans: A lightweight tool to perform reproducible machine learning experiment.

Maximum Covariance Analysis in Python

A scalable python-based framework for gene regulatory network inference using tree-based ensemble regressors.

Machine Learning Operator & Controller for Kubernetes

Python toolkit for GEOS-Chem.

Awesome Spectral Indices in Python.

dask-pytorch-ddp is a Python package that makes it easy to train PyTorch models on dask clusters using distributed data parallel.

Publish Xarray Datasets via a REST API.

🪴 Nebari - your open source data science platform

Python package for automated analysis and management of gridded climate data

Analysis ready CMIP6 data in python the easy way with pangeo tools.

STUMPY is a powerful and scalable Python library for modern time series analysis

Repository for Digital Earth Africa Sandbox, including: Jupyter notebooks, scripts, tools and workflows for geospatial analysis with Open Data Cube and xarray

Parallel computing with task scheduling

Scalable machine 🤖 learning for time series forecasting.

Deprecated, please use https://github.com/jcrist/skein or https://github.com/dask/dask-yarn instead

Notebooks that support blog posts and tech talks on Dask / Coiled.

SQL on dataframes - pandas and dask

A High-Performance Data Science Toolkit for the Earth Sciences

Gaia is a geospatial analysis library jointly developed by Kitware and Epidemico.

🚚 Agile Data Preparation Workflows made easy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark

MadPy Dask talk materials

A library for managing, validating, summarizing, and visualizing data.

⚡️ An efficient cache for the execution of dask graphs.

An intake plugin for parsing an Earth System Model (ESM) catalog and loading assets into xarray datasets.

Python/xarray tutorial for GEOS-Chem users

Native Dask collection for awkward arrays, and the library to use it.

Xarray backend to Copernicus Sentinel-1 satellite data products

Visualizer for pandas data structures