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

1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

Updated
2026-04-22
Lists
2 list mentions
First commit
2016-01-09
History
68 history points
License
MIT
Issues
323 open
Forks
1,797
Commits
1,585 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
OpenRefine/OpenRefine

OpenRefine is a free, open source power tool for working with messy data and improving it

AI dev
Updated
2026-09-09
Lists
1 list mention
First commit
2010-04-26
History
7 history points
License
BSD-3-Clause
Issues
728 open
Forks
2,167
Commits
9,187 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
dbcli/mycli

Rich MySQL Terminal Client with AutoCompletion, Syntax Highlighting, and Dataframes

AI dev
Updated
2026-08-29
Lists
4 list mentions
First commit
2015-04-05
History
12 history points
License
BSD-3-Clause
Issues
1 open
Forks
697
Commits
3,701 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
fivetran/great_expectations

Always know what to expect from your data.

AI dev
Updated
2026-09-15
Lists
0 list mentions
First commit
2017-06-06
History
58 history points
License
Apache-2.0
Issues
41 open
Forks
1,846
Commits
13,815 commits
Star growth, last 7 days
+17 +0.1%
Commit velocity, last 7 days
+12 +0.1%
ludwig-ai/ludwig

Low-code framework for building custom LLMs, neural networks, and other AI models

AI dev
Updated
2026-09-07
Lists
3 list mentions
First commit
2019-01-09
History
9 history points
License
Apache-2.0
Issues
1 open
Forks
1,217
Commits
4,138 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
cleanlab/cleanlab

Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

Updated
2026-01-13
Lists
3 list mentions
First commit
2018-05-11
History
9 history points
License
Apache-2.0
Issues
124 open
Forks
921
Commits
1,818 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
statsmodels/statsmodels

Statsmodels: statistical modeling and econometrics in Python

AI dev
Updated
2026-08-13
Lists
4 list mentions
First commit
2006-03-03
History
10 history points
License
BSD-3-Clause
Issues
2,830 open
Forks
3,565
Commits
17,051 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
great-expectations/great_expectations

Always know what to expect from your data.

AI dev
Updated
2026-06-13
Lists
2 list mentions
First commit
2017-06-06
History
5 history points
License
Apache-2.0
Issues
50 open
Forks
1,760
Commits
13,657 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
autogluon/autogluon

Fast and Accurate ML in 3 Lines of Code

Updated
2026-09-04
Lists
2 list mentions
First commit
2019-05-08
History
9 history points
License
Apache-2.0
Issues
385 open
Forks
1,185
Commits
3,026 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
modin-project/modin

Modin: Scale your Pandas workflows by changing a single line of code

Updated
2026-02-10
Lists
3 list mentions
First commit
2018-06-21
History
12 history points
License
Apache-2.0
Issues
715 open
Forks
678
Commits
3,091 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
EpistasisLab/tpot

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

Updated
2025-09-11
Lists
2 list mentions
First commit
2023-03-24
History
8 history points
License
LGPL-3.0
Issues
312 open
Forks
1,562
Commits
551 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
drivendataorg/cookiecutter-data-science

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

Updated
2026-08-07
Lists
1 list mention
First commit
2015-10-30
History
7 history points
License
MIT
Issues
34 open
Forks
2,636
Commits
185 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
sktime/sktime

A unified framework for machine learning with time series

Updated
2026-09-15
Lists
3 list mentions
First commit
2018-11-18
History
158 history points
License
BSD-3-Clause
Issues
2,485 open
Forks
2,361
Commits
6,437 commits
Star growth, last 7 days
+18 +0.2%
Commit velocity, last 7 days
+44 +0.7%
pycaret/pycaret

Open-source, low-code AutoML platform for Python. PyCaret 4.0: sklearn-native engine + React control plane.

AI dev
Updated
2026-07-23
Lists
2 list mentions
First commit
2019-11-23
History
8 history points
License
NOASSERTION
Issues
32 open
Forks
1,845
Commits
5,492 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
tflearn/tflearn

Deep learning library featuring a higher-level API for TensorFlow.

Updated
2024-05-06
Lists
2 list mentions
First commit
2016-03-31
History
8 history points
License
NOASSERTION
Issues
579 open
Forks
2,355
Commits
613 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
unit8co/darts

A python library for user-friendly forecasting and anomaly detection on time series.

Updated
2026-09-07
Lists
3 list mentions
First commit
2018-09-13
History
9 history points
License
Apache-2.0
Issues
231 open
Forks
1,039
Commits
1,560 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
catboost/catboost

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

Updated
2026-09-12
Lists
4 list mentions
First commit
2017-07-18
History
12 history points
License
Apache-2.0
Issues
723 open
Forks
1,335
Commits
50,755 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
polakowo/vectorbt

The backtesting engine that gives you an unfair advantage. Run thousands of trading ideas before others finish one.

Updated
2026-08-02
Lists
1 list mention
First commit
2017-11-15
History
106 history points
License
NOASSERTION
Issues
140 open
Forks
1,169
Commits
1,078 commits
Star growth, last 7 days
+47 +0.5%
Commit velocity, last 7 days
0 0.0%
mage-ai/mage-ai

🧙 Build, run, and manage data pipelines for integrating and transforming data.

Updated
2026-09-10
Lists
1 list mention
First commit
2022-05-16
History
7 history points
License
Apache-2.0
Issues
624 open
Forks
990
Commits
5,790 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
vaexio/vaex

Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀

Updated
2026-04-01
Lists
3 list mentions
First commit
2014-01-27
History
8 history points
License
MIT
Issues
552 open
Forks
601
Commits
3,727 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
growthbook/growthbook

Open Source Feature Flags, Experimentation, and Product Analytics

AI dev
Updated
2026-08-21
Lists
1 list mention
First commit
2021-05-07
History
4 history points
License
NOASSERTION
Issues
891 open
Forks
814
Commits
4,299 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
OpenDCAI/DataFlow

Easy Data Preparation with latest LLMs-based Operators and Pipelines.

Updated
2026-08-18
Lists
2 list mentions
First commit
2024-10-13
History
1 history point
License
Apache-2.0
Issues
9 open
Forks
1,098
Commits
1,194 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
evidentlyai/evidently

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.

Updated
2026-08-31
Lists
5 list mentions
First commit
2020-11-25
History
9 history points
License
Apache-2.0
Issues
303 open
Forks
914
Commits
2,795 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
mrdbourke/machine-learning-roadmap

A roadmap connecting many of the most important concepts in machine learning, how to learn them and what tools to use to perform them.

Updated
2022-12-08
Lists
1 list mention
First commit
2020-07-09
History
8 history points
License
MIT
Issues
12 open
Forks
1,168
Commits
12 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
alteryx/featuretools

An open source python library for automated feature engineering

Updated
2026-07-27
Lists
2 list mentions
First commit
2017-09-09
History
9 history points
License
BSD-3-Clause
Issues
169 open
Forks
914
Commits
1,380 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
h2oai/h2o-3

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

AI dev
Updated
2026-09-02
Lists
3 list mentions
First commit
2014-03-03
History
10 history points
License
Apache-2.0
Issues
2,883 open
Forks
2,024
Commits
32,841 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
flyteorg/flyte

Dynamic, resilient AI orchestration. Coordinate data, models, and compute as you build AI workflows.

Updated
2026-09-11
Lists
2 list mentions
First commit
2019-04-09
History
7 history points
License
Apache-2.0
Issues
180 open
Forks
884
Commits
5,166 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%