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Data-Centric-AI-Community/ydata-profiling

A Python library for fast, customizable, and interactive data profiling and exploratory data analysis.

13.4K
Active
Python
Data Profiling
Python
#data-profiling#exploratory-data-analysis#data-quality

evidentlyai/evidently

Evidently is an open-source ML and LLM observability framework to evaluate, test, and monitor AI-powered systems.

7.3K
Active
Jupyter Notebook
MLOps
Data Validation
Jupyter Notebook
#data-quality#data-validation#model-monitoring

codebasics/py

This is a repository with sample Python programs for learning Python, covering topics like NumPy, Pandas, and Jupyter Notebooks.

7.3K
Experimental
Jupyter Notebook
Tutorials & Courses
Backend Frameworks
Jupyter
#python#jupyter-notebook#numpy

deepchecks/deepchecks

Deepchecks is an open-source solution for thorough testing of ML models and data from research to production.

4.0K
Stable
Python
ML Ops
Data Validation
Python
#machine-learning#data-validation#model-monitoring

delta-io/delta-rs

A Rust library for interacting with Delta Lake, a data lake storage format, with Python bindings.

3.2K
Active
Rust
ETL & Pipelines
API Frameworks
#delta-lake#etl#data-engineering

posit-dev/great-tables

A Python library for creating easy-to-use, visually appealing data tables and summaries.

2.6K
Active
Python
ORMs & Query Builders
CLI Tools
#data-visualization#pandas#polars

Tanu-N-Prabhu/Python

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

2.1K
Active
Jupyter Notebook
Tutorials & Courses
Machine Learning Algorithms
#python#machine-learning#data-analysis

jupyter-incubator/sparkmagic

Provides Jupyter magics and kernels for working with remote Spark clusters, enabling data scientists to easily interact with Spark from Jupyter Notebooks.

1.4K
Stable
Python
API Frameworks
Databases
Jupyter
#spark#jupyter-notebook#pyspark

rocketlaunchr/dataframe-go

A data science and machine learning library for Go, providing DataFrame functionality similar to Python's Pandas.

1.3K
Archived
Go
Databases
ML Ops
Go
#data-science#dataframe#machine-learning

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