Repository Index

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.

• weak-supervision
• data-cleaning
• data-quality
• noisy-labels

🔩 Like builtins, but boltons. 250+ constructs, recipes, and snippets which extend (and rely on nothing but) the Python standard library. Nothing like Michael Bolton.

• python
• utilities
• cache
• data-structures

data load tool (dlt) is an open source Python library that makes data loading easy 🛠️

• data
• python
• data-engineering
• data-lake

A light-weight, flexible, and expressive statistical data testing library

• pandas
• validation
• schema
• dataframes

Messaging library for Python.

• celery
• messaging
• python
• message-queue

A library for event sourcing in Python.

• domain-driven-design
• ddd
• eventsourcing
• cqrs

MLBox is a powerful Automated Machine Learning python library.

• machine-learning
• auto-ml
• kaggle
• deep-learning

The world's cleanest AutoML library ✨ - Do hyperparameter tuning with the right pipeline abstractions to write clean deep learning production pipelines. Let your pipeline steps have hyperparameter spaces. Design steps in your pipeline like components. Compatible with Scikit-Learn, TensorFlow, and most other libraries, frameworks and MLOps environments.

• pipeline
• pipeline-framework
• machine-learning
• deep-learning

amqplib fork

• python
• amqp-client
• amqp
• amqp-connection

🎲 Dotflow turns an idea into flow! — Lightweight Python library for execution pipelines

• etl
• etl-framework
• etl-pipeline
• python

Conflict-free merge for DataFrames, JSON, ML models & distributed agents — powered by CRDTs. The first merge library where every operation is mathematically guaranteed to converge.

• collaborative-editing
• conflict-resolution
• crdt
• data-engineering