pydantic
Data Validator
A Python library for validating data using type hints and JSON Schema.
Data validation using Python type hints
22k stars
120 watching
2k forks
Language: Python
last commit: almost 2 years agoLinked from 5 awesome lists
hintsjson-schemaparsingpydanticpythonpython310python311python312python37python38python39validation
Related projects:
| Repository | Description | Stars |
|---|---|---|
| Automates type checking and error prevention in Python code | 4,791 | |
| Type-checking software for Python code | 6,885 | |
| A lightweight data validation library for Python | 3,179 | |
| Materials and IPython notebooks for data analysis with Python | 22,389 | |
| A Python library for creating charts with a consistent input data format and intuitive API | 3,546 | |
| An online guide and set of executable Jupyter notebooks providing an introduction to core libraries for data science in Python. | 43,422 | |
| An exploratory data analysis tool for Pandas and Spark DataFrames | 12,602 | |
| A high-level interface for statistical data visualization | 12,669 | |
| A lightweight library for validating and processing statistical data in Python | 3,472 | |
| Extracts data from various internet sources into a pandas DataFrame | 2,982 | |
| A flexible Python framework for building and testing algorithmic trading strategies | 2,316 | |
| An object-oriented finite state machine implementation in Python with many extensions. | 5,822 | |
| Phantom types enable safe parsing and validation of data by making certain states unrepresentable at compile time | 205 | |
| An automation tool for machine learning workflows in Python | 9,026 | |
| A powerful data analysis toolkit for Python that provides flexible and expressive data structures for efficient data manipulation and analysis. | 44,052 |