SUPPORTED PROJECTS
Projects We Support
We support open source projects and communities that power modern computing, data, and innovation.

Across scientific computing, machine learning, data infrastructure, visualization, developer tools, and open source communities, we help projects grow, thrive, and create lasting impact.
SCIENTIFIC & NUMERICAL COMPUTING
Foundational libraries and tools for numerical computing, scientific algorithms, and mathmatical modeling.

NumPy
NumPy is an open-source Python library for numerical computing, providing powerful tools for working with multidimensional arrays and scientific data.

XND
XND explores new foundations for array computing, combining lessons from NumPy with flexible data structures designed for emerging applications.

DyND
DyND is a C++ library for dynamic, multidimensional arrays designed to support flexible data types and advanced array-computing applications.

Numba
Numba uses LLVM technology to compile numerical Python code into optimized machine code, significantly accelerating many computational workloads.

SciPy
SciPy is an open-source Python library providing foundational algorithms and tools for mathematics, science, engineering, and technical computing.

SymPy
SymPy is an open-source Python library for symbolic mathematics and computer algebra, designed to remain both powerful and easy to use.

DataShape
DataShape is a language for describing data structures, extending concepts from NumPy data types with an emphasis on interoperability across programming languages.
MACHINE LEARNING & AI
Open source frameworks and libraries that power machine learning research, development, and real-world AI applications.

Sci-kit Learn
Scikit-learn provides simple, efficient open-source tools for predictive data analysis and machine learning, built on the Python scientific computing ecosystem.

PyTorch
PyTorch is an open-source machine learning framework designed to support applications from research and experimentation through production deployment.

TensorFlow
TensorFlow is an open-source machine learning platform providing tools and libraries for developing, training, and deploying machine learning applications.
DATA, STORAGE & DISTRIBUTED COMPUTING
Technologies for managing, processing, storing, and moving data at scale across diverse systems and environments.

Dask
Dask brings scalable parallel and distributed computing to Python, helping users analyze datasets and workloads that extend beyond a single machine.

Ibis
Ibis provides a Python interface for working with multiple data systems, allowing users to build portable analytical workflows across databases and computing engines.

Pandas
Pandas is an open-source Python library providing fast, flexible tools for analyzing, manipulating, and working with structured data.

Project Odo
Project Odo provides tools for efficiently migrating and converting data between different storage systems and data formats.

Zarr
Zarr provides compressed, chunked multidimensional arrays designed for efficient storage and high-performance parallel and distributed computing.

Blosc
Blosc is a high-performance data compression library designed to reduce storage requirements while accelerating memory-intensive computational workloads.
VISUALIZATION & INTERACTIVE APPLICATIONS
Libraries and tools for creating visualizations, dashboards, and interactive data experiences.

Datashader
Datashader is a graphics pipeline for creating accurate, meaningful visualizations of large datasets quickly and efficiently.

Bokeh
Bokeh is a Python visualization library for creating interactive charts, dashboards, and other browser-based data applications.

HoloViews
HoloViews is an open-source Python library that simplifies data analysis and visualization, allowing users to create sophisticated visualizations with minimal code.

Panel
Panel is an open-source Python framework for building interactive applications, dashboards, and data tools directly from Python workflows.

PyViz
PyViz helps users navigate the Python visualization ecosystem by providing guidance, examples, and resources for selecting appropriate open-source visualization tools.

Matplotlib
Matplotlib is an open-source Python library for creating static, animated, and interactive data visualizations across a wide range of applications.

HoloViz
HoloViz is an ecosystem of high-level open-source Python tools designed to make data visualization and exploration simpler and more accessible.
DEVELOPER TOOLS & COMPUTING PLATFORMS
Environments, languages, and infrastructure that help developers build, share, and run data and scientific applications.

Conda
Conda is an open-source package and environment management system that helps users install, manage, and organize software packages and their dependencies.

Spyder
Spyder is an open-source scientific development environment for Python that combines coding, analysis, debugging, data exploration, and visualization tools.

Jupyter
Project Jupyter develops open-source software, standards, and services for interactive computing, including the widely used Jupyter Notebook and JupyterLab environments.

QHub
QHub helps teams build and maintain scalable data science and computing platforms across cloud and on-premises environments.

Conda-forge
Conda-forge is a community-led collection of software packages, build infrastructure, and recipes for the Conda package-management ecosystem.

Python
Python is an open-source programming language known for its readability, versatility, and extensive use across software development, data science, and scientific computing.

IPython
IPython provides an enhanced interactive Python environment with tools for exploratory computing, visualization, parallel processing, and Jupyter-based workflows.
OPEN SOURCE PLATFORMS & COMMUNITIES
Projects that strengthen the open source ecosystem, enable collaboration, and build connected communities.

PyData
PyData is an educational program of NumFOCUS that supports learning, collaboration, and community development around open-source data and scientific computing technologies.

Jitsi
Jitsi is a collection of free, open-source technologies for secure video conferencing and real-time communication on web and mobile platforms.

Castra
Castra is a remote procedure call library for Clojure and ClojureScript applications, designed to simplify communication between clients and servers.
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