pandera is a project that provides a flexible and expressive API for performing data validation on dataframe-like objects.
Read more
Category: Scientific
Pydantic – data validation using Python type hints
Pydantic is a data validation library for Python. Define how data should be in pure, canonical Python 3.7+; validate it with Pydantic.
Read more
Cerberus – lightweight and extensible data validation library for Python
Cerberus provides powerful yet simple and lightweight data validation functionality out of the box.
Read more
valideer – lightweight data validation and adaptation Python library
valideer is a lightweight data validation and adaptation library for Python.
Read more
Colander – serialization / deserialization / validation library
Colander is a serialization / deserialization / validation library for strings, mappings and lists.
Read more
Voluptuous – Python data validation library
Voluptuous is a Python data validation library. It is primarily intended for validating data coming into Python as JSON, YAML, etc.
Read more
Schematics – Python library to combine types into structures, validate them, and transform the shapes of data
Schematics is a Python library to combine types into structures, validate, and transform the shapes of your data based on simple descriptions.
Read more
schema – library for validating Python data structures
schema is a library for validating Python data structures, such as those obtained from config-files, forms, external services.
Read more
jsonschema – implementation of JSON Schema for Python
jsonschema is an implementation of JSON Schema for Python (supporting 2.7+ including Python 3).
Read more
Polynote – different kind of notebook
Polynote is an experimental polyglot notebook environment. It supports mixing multiple languages in one notebook.
Read more
Spark Notebook – Interactive and Reactive Data Science using Scala and Spark
The Spark Notebook is aimed at enterprise environments, providing data scientists and data engineers with an interactive web-based editor.
Read more
BeakerX – Successor to Beaker Notebook
BeakerX is a collection of kernels and extensions to the Jupyter interactive computing environment.
Read more
Apache Zeppelin – Multi-purpose Notebook
Apache Zeppelin is a web-based notebook that enables interactive data analytics.
Read more
nteract – Notebooks on your Desktop
nteract is a desktop-based interactive computing application that is focused on accessibility and composability.
Read more
Jupyter Notebook – Data Science Notebook
The Jupyter Notebook is a server-client web application to create/share documents containing live code, equations, and visualizations.
Read more
JupyterLab – Data Science Notebook
JupyterLab is an extensible environment for interactive and reproducible computing.
Read more
Apollo – genome annotation editor
Apollo is a collaborative, real-time, genome annotation editor. The stack is a Java web application / database backend.
Read more
Artemis – genome viewer and annotation tool
Artemis is a free genome viewer and annotation tool that allows visualization of sequence features and the results of analyses.
Read more
JBrowse – fast, scalable genome browser
JBrowse is a fast, scalable genome browser built completely with JavaScript and HTML5. It can run on your desktop, or embedded in a website.
Read more
Integrated Genome Browser – visualization for genome-scale data
Integrated Genome Browser (IGB) is a fast, free, and highly customizable genome browser you can use to view and explore big genomic datasets.
Read more