h5py
The h5py package provides a user-friendly Pythonic interface to the HDF5 binary data format, enabling users to efficiently store and manipulate vast amounts of numerical data using familiar NumPy syntax. It supports slicing through multi-terabyte datasets like standard arrays, allowing for organized storage of thousands of datasets in a single file.
Top h5py Alternatives
Mako
Mako is a Python-based template library designed for high performance, employing a user-friendly, non-XML syntax.
Mantine
Mantine is a powerful React component library that accelerates web application development.
gevent
Gevent is a coroutine-based Python networking library utilizing greenlet to deliver a synchronous API atop the libev or libuv event loop.
Bit
Celebrating a decade of composability, Harmony redefines development with Bit, an open-source toolchain that empowers teams to build and reuse independent components.
Scapy
Scapy is an advanced interactive packet manipulation tool that excels in forging, decoding, and analyzing packets across numerous protocols.
daisyUI
This innovative approach significantly reduces the number of utility classes needed, resulting in cleaner, more...
pyglet
It offers seamless windowing, user input handling, and multimedia playback with a user-friendly Pythonic API...
Material Design Lite
Positioned near links, these small circular indicators display numbers or characters, signaling additional content or...
FormValidation
By adopting a plugin-based architecture, it significantly reduces its core size, enhancing performance...
statsmodels
It facilitates model specification through R-style formulas and pandas DataFrames, while ensuring accuracy through comparisons...
PyQtGraph
Its image analysis features enable automated data slicing, while diverse Region of Interest (ROI) types...
NetworkX
It includes generators for classic and random graphs, supporting fast prototyping and cross-platform compatibility, making...
tox
It serves as a versatile command-line tool for managing virtual environments and executing tests across...
GDAL
Released under an MIT-style Open Source License, it offers a unified abstract data model for...
Top h5py Features
- Pythonic interface for HDF5
- Direct manipulation of NumPy arrays
- Supports multi-terabyte datasets
- Simple dictionary-like syntax
- Easy dataset iteration
- Access to .shape and .dtype
- Object-oriented Cython wrapper
- Compatible with existing HDF5 features
- Widely-used standard binary format
- Cross-program compatibility (IDL
- MATLAB)
- Thousands of datasets in one file
- Custom categorization and tagging
- No special HDF5 knowledge required
- Comprehensive user manual available
- Active development on GitHub
- O'Reilly book as resource
- Community support via mailing list
- Available on Python Package Index (PyPI)
- Installation guide provided
- Open source with contributions welcome
Top h5py Alternatives
- Mako
- Mantine
- gevent
- CVXOPT
- Bit
- Scapy
- daisyUI
- pyglet
- Material Design Lite
- FormValidation
- statsmodels
- PyQtGraph
- NetworkX
- tox
- GDAL
