Admin Panels

• wooey - A Django app which creates automatic web UIs for Python scripts.
• streamlit - A framework which lets you build dashboards, generate reports, or create chat apps in minutes.

Build Tools

• doit - A task runner and build tool.

Command-line Tools

• mycli - MySQL CLI with autocompletion and syntax highlighting.

Data Analysis

• aws-sdk-pandas - Pandas on AWS.
• optimus - Agile Data Science Workflows made easy with PySpark.
• pandas - A library providing high-performance, easy-to-use data structures and data analysis tools.
• modin - A drop-in pandas replacement that scales workflows by changing a single line of code.
• akshare - A financial data interface library, built for human beings!

Data Visualization

• matplotlib - A Python 2D plotting library.
• seaborn - Statistical data visualization using Matplotlib.
• gradio - Build and share machine learning apps, all in Python.

Deep Learning

• keras - A high-level neural networks library and capable of running on top of either TensorFlow or Theano.
• pytorch-lightning - Deep learning framework to train, deploy, and ship AI products Lightning fast.

Interactive Interpreter

• awesome-jupyter
• marimo - Transform data and train models, feels like a next-gen notebook, stored as Git-friendly Python.

Job Scheduler

• Prefect - A modern workflow orchestration framework that makes it easy to build, schedule and monitor robust data pipelines.

Job Schedulers

• airflow - Airflow is a platform to programmatically author, schedule and monitor workflows.
• dagster - An orchestration platform for the development, production, and observation of data assets.

Machine Learning

• H2O - Open Source Fast Scalable Machine Learning Platform.
• Feature-engine - sklearn compatible API with the widest toolset for feature engineering and selection.
• catboost - A fast, scalable, high performance gradient boosting on decision trees library.
• scikit-learn - The most popular Python library for Machine Learning with extensive documentation and community support.

Miscellaneous

• boltons - A set of pure-Python utilities.

Natural Language Processing

• spacy - A library for industrial-strength natural language processing in Python and Cython.
• gensim - Topic Modeling for Humans.

Projects

Computer Vision

• fiftyone - The open-source tool for building high-quality datasets and computer vision models.

Database

• chdb - In-process OLAP SQL engine with the full ClickHouse dialect, zero-copy pandas/Arrow interop, and federation to remote ClickHouse clusters via remoteSecure().
• pixeltable - Declarative multimodal AI data engine for tables, computed columns, and embedding search.

Interactive Interpreter

• ipython - A powerful interactive Python shell, and the kernel behind Jupyter notebooks.

Science

• statsmodels - Statistical modeling and econometrics in Python.

Web Frameworks

• reflex - stack web applications entirely with python .