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
20 watching
310 forks
Language: Python
last commit: 8 days ago
Linked from 1 awesome list
assertionsdata-assertionsdata-checkdata-cleaningdata-processingdata-validationdata-verificationdataframe-schemadataframeshypothesis-testingpandaspandas-dataframepandas-validationpandas-validatorschematestingtesting-toolsvalidation
Related 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. | 43,807 |
pydantic/pydantic | A Python library for validating data using type hints and JSON Schema. | 21,145 |
geopandas/geopandas | A Python library for working with geographic data | 4,519 |
ydataai/ydata-profiling | An exploratory data analysis tool for Pandas and Spark DataFrames | 12,536 |
panda-re/panda | An open-source platform for analyzing and debugging complex software systems | 2,489 |
sinaptik-ai/pandas-ai | Makes data analysis conversational using LLMs and natural language | 13,516 |
adamerose/pandasgui | A GUI tool for visualizing and analyzing Pandas DataFrames | 3,196 |
dmey/synthia | Software for generating synthetic multivariate data with statistical properties preserved | 57 |
pypi/warehouse | A software system that powers the package registry for Python packages | 3,601 |
bukosabino/ta | A Python library for financial time series analysis and feature engineering using technical indicators | 4,356 |
meta-llama/llama-stack | Provides a set of standardized APIs and tools to build generative AI applications | 4,591 |
openai/openai-python | A Python library providing convenient access to the OpenAI API for various tasks such as chat completion and image processing. | 23,015 |
sdv-dev/sdv | A library for generating synthetic tabular data based on real-world patterns | 2,380 |
pydata/pandas-datareader | Extracts data from various internet sources into a pandas DataFrame | 2,948 |
farama-foundation/gymnasium | Develops and compares reinforcement learning algorithms by providing a standard API to communicate between learning algorithms and environments | 7,374 |