pandera
Data Validator
A lightweight library for validating and processing statistical data in Python
A light-weight, flexible, and expressive statistical data testing library
3k stars
22 watching
315 forks
Language: Python
last commit: 2 months ago
Linked from 1 awesome list
assertionsdata-assertionsdata-checkdata-cleaningdata-processingdata-validationdata-verificationdataframe-schemadataframeshypothesis-testingpandaspandas-dataframepandas-validationpandas-validatorschematestingtesting-toolsvalidation
krzjoa/awesome-python-data-scienceRelated projects:
| Repository | Description | Stars |
|---|---|---|
 pandas-dev/pandas | A powerful data analysis toolkit for Python that provides flexible and expressive data structures for efficient data manipulation and analysis. | 44,052 |
 pydantic/pydantic | A Python library for validating data using type hints and JSON Schema. | 21,677 |
 geopandas/geopandas | A Python library for working with geographic data | 4,559 |
 ydataai/ydata-profiling | An exploratory data analysis tool for Pandas and Spark DataFrames | 12,602 |
 panda-re/panda | An open-source platform for analyzing and debugging complex software systems | 2,507 |
 sinaptik-ai/pandas-ai | Makes data analysis conversational using LLMs and natural language | 13,714 |
 adamerose/pandasgui | A GUI tool for visualizing and analyzing Pandas DataFrames | 3,204 |
 dmey/synthia | Software for generating synthetic multivariate data with statistical properties preserved | 57 |
 pypi/warehouse | The software behind the Python Package Index. | 3,617 |
 bukosabino/ta | A Python library for financial time series analysis and feature engineering using technical indicators | 4,403 |
 meta-llama/llama-stack | Provides pre-packaged building blocks for generative AI applications with standardized APIs and service-oriented design. | 5,164 |
 openai/openai-python | A Python library providing convenient access to the OpenAI API for various tasks such as chat completion and image processing. | 23,471 |
 sdv-dev/sdv | A library for generating synthetic tabular data based on real-world patterns | 2,416 |
 pydata/pandas-datareader | Extracts data from various internet sources into a pandas DataFrame | 2,982 |
 farama-foundation/gymnasium | Develops and compares reinforcement learning algorithms by providing a standard API to communicate between learning algorithms and environments | 7,613 |