JAX vs. broot Comparison


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About JAX is a Python library designed for high-performance numerical computing and machine learning research. It offers a NumPy-like API, facilitating seamless adoption for those familiar with NumPy. Key features of JAX include automatic differentiation, just-in-time compilation, vectorization, and parallelization, all optimized for execution on CPUs, GPUs, and TPUs. These capabilities enable efficient computation for complex mathematical functions and large-scale machine-learning models. JAX also integrates with various libraries within its ecosystem, such as Flax for neural networks and Optax for optimization tasks. Comprehensive documentation, including tutorials and user guides, is available to assist users in leveraging JAX's full potential.	About The ROOT data analysis framework is used much in High Energy Physics (HEP) and has its own output format (.root). ROOT can be easily interfaced with software written in C++. For software tools in Python there exists pyROOT. Unfortunately, pyROOT does not work well with python3.4. broot is a small library that converts data in python numpy ndarrays to ROOT files containing trees with a branch for each array. The goal of this library is to provide a generic way of writing python numpy datastructures to ROOT files. The library should be portable and supports both python2, python3, ROOT v5 and ROOT v6 (requiring no modifications on the ROOT part, just the default installation). Installation of the library should only require a user to compile to library once or install it as a python package.
Platforms Supported Windows Supported Mac Supported Linux Supported Cloud Not Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Supported Cloud Not Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Professional researchers and developers searching for a solution to manage their numerical computing and machine learning operations in Python	Audience Developers looking for a library for converting python numpy datastructures to the ROOT output format
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Not Supported Free Trial Not Supported	Pricing Free Free Version Supported Free Trial Not Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information JAX United States docs.jax.dev/en/latest/	Company Information broot pypi.org/project/broot/
Alternatives Apache Mahout Apache Software Foundation	Alternatives imageio
NumPy	NumPy
DeepSpeed Microsoft	PyQtGraph
Microsoft Cognitive Toolkit Microsoft	h5py HDF5
Gensim Radim Řehůřek View All	websockets Python Software Foundation View All
Categories AI/ML Model Training Supported	Categories Component Libraries Supported

Integrations AWS EC2 Trn3 Instances Supported Axis LMS Not Supported Equinox Supported Flower Supported Gemma 3n Supported Grain Supported Hugging Face Supported IREN Cloud Supported Keras Supported LiteRT Supported NumPy Supported Python Supported TensorFlow Supported Thunder Compute Supported Show More Integrations View All 13 Integrations	Integrations AWS EC2 Trn3 Instances Not Supported Axis LMS Supported Equinox Not Supported Flower Not Supported Gemma 3n Not Supported Grain Not Supported Hugging Face Not Supported IREN Cloud Not Supported Keras Not Supported LiteRT Not Supported NumPy Not Supported Python Not Supported TensorFlow Not Supported Thunder Compute Not Supported Show More Integrations View All 1 Integration
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