Conda environments update history#

22.04 (Current Stable)#

Notable new packages#

Statistics/ML

  • lmfit Non-Linear Least-Squares Minimization and Curve-Fitting for Python

Climate specific

  • benchcab CABLE benchmarking

  • xclim library of functions to compute climate indices from observations or model simulations. It is built using xarray and can benefit from the parallelization handling provided by dask

  • acs-replica-intake Intake-esm catalogue for the Australian Reference Climate Data at NCI collection

Developer

  • jupyter-resource-usage extension for Jupyter Notebooks and JupyterLab that displays an indication of how much resources your current notebook server and its children (kernels, terminals, etc) are using

22.01 (Unsupported)#

Notable new packages#

Statistics/ML

  • pygam build Generalized Additive Models in Python spectrum tools to estimate Power Spectral Densities based on Fourier transform, parametric methods or eigenvalues analysis

Climate specific

  • xmhw xarray compatible Marine Heatwave Detection

  • argopy library dedicated to Argo data access, manipulation and visualisation for standard users as well as Argo experts.

  • ilamb the International Land Model Benchmarking (ILAMB) project is a model-data intercomparison and integration project designed to improve the performance of land models

Developer

  • dataclasses-json provides a simple API for encoding and decoding dataclasses to and from JSON

Geospatial

  • pysal spatial analysis library for open, cross platform geospatial data science

21.10#

Notable new packages#

Statistics/ML

  • xarraymannkendall compute linear trends over 2D and 3D arrays

  • hdbscan tools to use unsupervised learning to find clusters, or dense regions, of a dataset

Geospatial

  • timezonefinder looking up the corresponding timezone for given coordinates on earth entirely offline

  • iris-grib converting between weather and climate datasets that are stored as GRIB files and Iris cubes

  • intake-thredds Intake interface to THREDDS data catalogs

Developer Tools

  • lftp sophisticated file transfer program supporting a number of network protocols

  • watchdog monitor file system events

  • numpy_groupies Optimised tools for group-indexing operations: aggregated sum and more

  • anytree Simple, lightweight and extensible Tree data structure

  • fortran-language-server Fortran implementation of the Language Server Protocol

  • jupyter-book building beautiful, publication-quality books and documents from computational material

  • kerchunk Cloud-friendly access to archival data

  • ujson ultra fast JSON encoder and decoder

Known Issues

  • MetPy is incompatible with the Matplotlib version in this environment Unidata/MetPy#2281