1.hugues31 / duckpad
The data transformation tool the open-source community deserves.
+290 stars
from 0 · score 5.67
Trending repositories
Ranked by Attention Score: stars gained over the last 7 complete days
42 repositories by Attention Score · Oct 27, 2026 – Nov 2, 2026 (UTC)
2.mlflow / mlflow
The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.
+87 stars
from 28,531 · score 4.48
3.apache / superset
Apache Superset is a Data Visualization and Data Exploration Platform
+85 stars
from 75,302 · score 4.45
4.marimo-team / marimo
A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.
+79 stars
from 23,318 · score 4.38
5.apache / airflow
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
+66 stars
from 47,277 · score 4.20
6.dagster-io / dagster
An orchestration platform for the development, production, and observation of data assets.
+37 stars
from 16,324 · score 3.64
7.BlueRingsLabs / no-shortcuts
Free Course : Data, Machine Learning, Deep Learning and AI Engineering, the long way round: the math, the code, the systems and the security. 173 lessons, 166 runnable labs, no shortcuts. Free under CC BY-NC 4.0.
+34 stars
from 132 · score 3.56
8.dlt-hub / dlt
data load tool (dlt) is an open source Python library that makes data loading easy 🛠️
+32 stars
from 6,013 · score 3.50
9.PrefectHQ / prefect
Prefect is a workflow orchestration framework for building resilient data pipelines in Python.
+31 stars
from 24,074 · score 3.47
10.airbytehq / airbyte
Open-source data movement for ELT pipelines and AI agents — from APIs, databases & files to warehouses, lakes, and AI applications. Both self-hosted and Cloud.
+31 stars
from 22,264 · score 3.47
11.tobymao / sqlglot
Python SQL Parser and Transpiler
+22 stars
from 9,721 · score 3.14
12.bytewax / bytewax
Python Stream Processing
+14 stars
from 2,056 · score 2.71
13.fivetran / great_expectations
Always know what to expect from your data.
+11 stars
from 11,901 · score 2.48
14.ibis-project / ibis
the portable Python dataframe library
+9 stars
from 6,679 · score 2.30
15.ag2ai / faststream
Asynchronous Python framework for event-driven services. A thin client for Kafka, RabbitMQ, NATS, Redis and MQTT with full access to native broker features, plus AsyncAPI docs, in-memory tests and observability out of the box.
+8 stars
from 5,383 · score 2.20
16.Avaiga / taipy
Turns Data and AI algorithms into production-ready web applications in no time.
+7 stars
from 19,446 · score 2.08
17.andkret / Cookbook
The Data Engineering Cookbook
+7 stars
from 15,517 · score 2.08
18.online-ml / river
🌊 Online machine learning in Python
+7 stars
from 6,134 · score 2.08
19.feast-dev / feast
The Open Source Feature Store for AI/ML
+5 stars
from 7,347 · score 1.79
20.meltano / meltano
Meltano: the declarative code-first data integration engine that powers your wildest data and ML-powered product ideas. Say goodbye to writing, maintaining, and scaling your own API integrations.
+5 stars
from 2,669 · score 1.79
21.elyra-ai / elyra
Elyra extends JupyterLab with an AI centric approach.
+5 stars
from 1,999 · score 1.79
22.narwhals-dev / narwhals
Lightweight and extensible compatibility layer between dataframe libraries!
+5 stars
from 1,740 · score 1.79
23.mahmoud / boltons
🔩 Like builtins, but boltons. 250+ constructs, recipes, and snippets which extend (and rely on nothing but) the Python standard library. Nothing like Michael Bolton.
+4 stars
from 6,940 · score 1.61
24.twisted / twisted
Event-driven networking engine written in Python.
+4 stars
from 5,995 · score 1.61
25.nats-io / nats.py
Python3 client for NATS
+4 stars
from 1,266 · score 1.61
26.donnemartin / dev-setup
macOS development environment setup: Easy-to-understand instructions with automated setup scripts for developer tools like Vim, Sublime Text, Bash, iTerm, Python data analysis, Spark, Hadoop MapReduce, AWS, Heroku, JavaScript web development, Android development, common data stores, and dev-based OS X defaults.
+3 stars
from 6,279 · score 1.39
27.coleifer / huey
a little task queue for python
+3 stars
from 6,055 · score 1.39
28.quixio / quix-streams
Python Streaming DataFrames for Kafka
+3 stars
from 1,580 · score 1.39
29.donnemartin / data-science-ipython-notebooks
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
+2 stars
from 29,384 · score 1.10
30.piskvorky / smart_open
Utils for streaming large files (S3, HDFS, gzip, bz2...)
+2 stars
from 3,466 · score 1.10
31.pyeventsourcing / eventsourcing
A library for event sourcing in Python.
+2 stars
from 1,687 · score 1.10
32.mrpowers-io / quinn
pyspark methods to enhance developer productivity 📣 👯 🎉
+2 stars
from 688 · score 1.10
33.empicano / aiomqtt
The idiomatic asyncio MQTT client
+2 stars
from 578 · score 1.10
34.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 🚀
+1 stars
from 8,517 · score 0.69
35.mher / flower
Real-time monitor and web admin for Celery distributed task queue
+1 stars
from 7,239 · score 0.69
36.nteract / papermill
📚 Parameterize, execute, and analyze notebooks
+1 stars
from 6,497 · score 0.69
37.pydoit / doit
CLI task management & automation tool
+1 stars
from 2,095 · score 0.69
38.jupyter-incubator / sparkmagic
Jupyter magics and kernels for working with remote Spark clusters
+1 stars
from 1,368 · score 0.69
39.MrPowers / chispa
PySpark test helper methods with beautiful error messages
+1 stars
from 777 · score 0.69
40.eventum-generator / eventum
Realistic synthetic events for testing, demos, and pipelines — streamed live or generated in bulk
+1 stars
from 70 · score 0.69
41.rbmuller / scherlok
A detective for your data. Zero-config data quality monitoring — works with dbt, Postgres, BigQuery, Snowflake. No YAML.
+1 stars
from 11 · score 0.69
42.dataspoclab / dataspoc-pipe
Data ingestion engine — Singer taps to Parquet in cloud buckets
+1 stars
from 3 · score 0.69