Data-Centric-AI-Community/fg-data-profiling

• Bronze III

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

• 1,394−4 Elo, change today
• 7.1k stars
• 1.3k forks
• 4mo ago

git clone https://github.com/scikit-learn-contrib/imbalanced-learn.git

• data-analysis
• data-science
• machine-learning
• python

• Diamond III

scikit-learn: machine learning in Python

• 2,006−5 Elo, change today
• 68.1k stars
• 27.6k forks
• 2.1k watchers
• 2d ago

git clone https://github.com/scikit-learn/scikit-learn.git

• data-analysis
• data-science
• machine-learning
• python

• Silver II

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.

• 1,490−4 Elo, change today
• 8k stars
• 975 forks
• 1mo ago

git clone https://github.com/evidentlyai/evidently.git

• data-drift
• data-quality
• data-science
• data-validation

• Gold IV

Always know what to expect from your data.

• 1,552+18 Elo, change today
• 11.9k stars
• 1.8k forks
• 2d ago

git clone https://github.com/fivetran/great_expectations.git

• cleandata
• data-engineering
• data-profilers
• data-profiling

• Silver II

PyGWalker: Turn your dataframe into an interactive UI for visual analysis

• 1,496−7 Elo, change today
• 16k stars
• 895 forks
• 2mo ago

git clone https://github.com/Kanaries/pygwalker.git

• data-analysis
• data-exploration
• dataframe
• matplotlib

• Emerald I

10 Weeks, 20 Lessons, Data Science for All!

• 1,890−15 Elo, change today
• 38k stars
• 7.6k forks
• 552 watchers
• 25d ago

git clone https://github.com/microsoft/Data-Science-For-Beginners.git

• data-analysis
• data-science
• data-visualization
• microsoft-for-beginners