xarray
Gtk.jl
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xarray | Gtk.jl | |
---|---|---|
7 | 3 | |
3,380 | 287 | |
1.7% | 1.0% | |
9.7 | 0.0 | |
3 days ago | 2 months ago | |
Python | Julia | |
Apache License 2.0 | GNU General Public License v3.0 or later |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
xarray
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Python for Data Analysis, 3rd Edition – The Open Access Version Online
Does polars have N-D labelled arrays, and if so can it perform computations on them quickly? I've been thinking of moving from pandas to xarray [0], but might consider poplars too if it has some of that functionality.
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What is lacking in Julia ecosystem?
https://xarray.dev
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How we found and helped fix 24
bugs in 24 hours (in Tensorflow, Sentry, V8, PyTorch, Hue, and more)
Pydata's xarray
Gtk.jl
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What is lacking in Julia ecosystem?
I am not clear what you have in mind here. Are QT or Gtk bindings not be sufficient? Or perhaps something like CImGui?
- How to learn compilers: LLVM Edition
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JuliaCall Update: Automated Julia Installation for R Packages
Indeed, the use of BinayBuilder was an important step forward. Before we had the problem that different package would require different versions of e.g. zlib (https://github.com/JuliaGraphics/Gtk.jl/pull/387). BinayBuilder made the package installation mush more robust.
What are some alternatives?
iris - A powerful, format-agnostic, and community-driven Python package for analysing and visualising Earth science data
QML.jl - Build Qt6 QML interfaces for Julia programs.
tensorflow - An Open Source Machine Learning Framework for Everyone
mars - Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.
dask-awkward - Native Dask collection for awkward arrays, and the library to use it.
CImGui.jl - Julia wrapper for cimgui
Dask - Parallel computing with task scheduling
fugue - A unified interface for distributed computing. Fugue executes SQL, Python, Pandas, and Polars code on Spark, Dask and Ray without any rewrites.
wxee - A Python interface between Earth Engine and xarray for processing time series data
orange - 🍊 :bar_chart: :bulb: Orange: Interactive data analysis
swifter - A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
BinDeps.jl - Tool for building binary dependencies for Julia modules