pandas-dataframe

Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.

data-science machine-learning data-validation pandas-dataframe jupyter-notebook html-report hacktoberfest data-quality mlops model-monitoring data-drift llm generative-ai llmops

UpdatedJul 18, 2025
Jupyter Notebook

unionai-oss /pandera

Star3.9k

A light-weight, flexible, and expressive statistical data testing library

testing schema validation data-validation pandas-dataframe assertions pandas testing-tools data-processing dataframes data-cleaning hypothesis-testing data-verification pandas-validation data-check data-assertions dataframe-schema pandas-validator

UpdatedJul 16, 2025
Python

Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.

python data-science machine-learning deep-learning data-validation pandas-dataframe jupyter-notebook ml pytorch html-report model-validation mlops model-monitoring data-drift

UpdatedJun 1, 2025
Python

fbdesignpro /sweetviz

Star3k

Visualize and compare datasets, target values and associations, with one line of code.

python data-science machine-learning statistics pandas-dataframe exploratory-data-analysis eda pandas data-visualization exploration data-analysis data-exploration data-profiling

UpdatedAug 6, 2024
Python

delta-io /delta-rs

Star2.9k

A native Rust library for Delta Lake, with bindings into Python

python rust pandas-dataframe pandas delta databricks delta-lake

UpdatedJul 15, 2025
Rust

jmcarpenter2 /swifter

Star2.6k

A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner

pandas-dataframe parallel-computing parallelization pandas dask modin

UpdatedMar 20, 2024
Python

posit-dev /great-tables

Star2.4k

Make awesome display tables using Python

python pandas-dataframe styling easy-to-use tables summary-tables formatting-data polars-dataframe

UpdatedJul 18, 2025
Python

alpacahq /marketstore

Star1.9k

DataFrame Server for Financial Timeseries Data

golang database time-series trading pandas-dataframe cryptocurrency financial-analysis gdax timeseries-database alpaca bitmex binance marketstore hdf5-files financial-timeseries-data

UpdatedMay 11, 2024
Go

Tanu-N-Prabhu /Python

Star1.6k

This repository helps you learn Python and Machine Learning from scratch.

python data machine-learning numpy pandas-dataframe machine-learning-algorithms jupyter-notebook prediction data-visualization python3 data-analysis python-3 datascraping numpy-arrays dataanalysis google-colab google-colab-notebook

UpdatedJul 18, 2025
Jupyter Notebook

jupyter-incubator /sparkmagic

Star1.4k

Jupyter magics and kernels for working with remote Spark clusters

magic spark kernel jupyter notebook cluster pandas-dataframe jupyter-notebook sql-query pyspark kerberos livy

UpdatedJul 7, 2025
Python

rocketlaunchr /dataframe-go

Sponsor

Star1.3k

DataFrames for Go: For statistics, machine-learning, and data manipulation/exploration

python go golang data-science machine-learning statistics pandas-dataframe pandas dataframe dataframes

UpdatedApr 2, 2022
Go

chiphuyen /just-pandas-things

Star974

An ongoing list of pandas quirks

python data-science machine-learning pandas-dataframe pandas pandas-tutorial

UpdatedMay 8, 2023
Jupyter Notebook

influxdata /influxdb-client-python

Star765

InfluxDB 2.0 python client

python flux reactive timeseries influxdb jupyter pandas-dataframe influxdata

UpdatedJun 3, 2025
Python

BioPandas /biopandas

Star731

Working with molecular structures in pandas DataFrames

bioinformatics pdb molecular-structures pandas-dataframe protein-structure molecule computational-biology drug-discovery molecules mol2 pdb-files

UpdatedAug 1, 2024
Python

pdpipe /pdpipe

Star720

Easy pipelines for pandas DataFrames.

data-science data pipeline pandas-dataframe pandas dataframe dataframes

UpdatedJul 10, 2025
Jupyter Notebook

TrainingByPackt /Data-Science-Projects-with-Python

Star701

A Case Study Approach to Successful Data Science Projects Using Python, Pandas, and Scikit-Learn

python data-science machine-learning numpy pandas-dataframe scikit-learn pandas

UpdatedMay 11, 2020
Jupyter Notebook

thombashi /pytablewriter

Sponsor

Star632

pytablewriter is a Python library to write a table in various formats: AsciiDoc / CSV / Elasticsearch / HTML / JavaScript / JSON / LaTeX / LDJSON / LTSV / Markdown / MediaWiki / NumPy / Excel / Pandas / Python / reStructuredText / SQLite / TOML / TSV.

javascript html markdown gfm toml elasticsearch json csv latex mediawiki sqlite numpy excel pandas-dataframe table jupyter-notebook pandas restructuredtext asciidoc ltsv

UpdatedJun 23, 2025
Python

HHammond /PrettyPandas

Star416

A Pandas Styler class for making beautiful tables

python data-science pandas-dataframe reporting pandas data-analysis pandas-dataframes pandas-styler

UpdatedJan 8, 2023
Python

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