Transformation Python Packages

sqlmesh

Scalable and efficient data transformation framework - backwards compatible with dbt.

mage-ai

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

sweden-crs-transformations

Python library for transformation of geographic coordinates between WGS84 and the Swedish coordinate reference systems SWEREF99 and RT90

pyaf

PyAF is an Open Source Python library for Automatic Time Series Forecasting built on top of popular pydata modules.

tikray

A compact data transformation engine.

wrangle

A data transformation package for deep learning with Autonomio, Keras and TensorFlow.

dbt-firebolt

The Firebolt adapter plugin for dbt (data build tool)

conaction

Efficient implmenetations of instantiations of the Trinity of Covariation.

morphql

Transform data with queries

signal-transformation

Widely used signal transformation using TensorFlow API.

lightgbm-transform

Transformation library for LightGBM

spydrnet

A flexible framework for analyzing and transforming FPGA netlists. Official repository.

anovos

Anovos - An Open Source Library for Scalable feature engineering Using Apache-Spark

mqttwarn

A highly configurable MQTT message router, where the routing targets are notification plugins, primarily written in Python.

textflint

Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing

pdfsyntax

A Python library to inspect and modify the internal structure of a PDF file

pymapme

Transform Pydantic models from one structure to another with declarative field mapping.

objectron

A powerful Python package for transforming and tracking object references.

flatforge

A library for validating and transforming flat files

transformation-algebra

Describe processes as type transformations, with inference that supports subtypes and parametric polymorphism. Create and query corresponding transformation graphs.

kaiba

Configurable and documentable Json transformation and mapping

sqlmesh-cube

SQLMesh extension for generating Cube semantic layer configurations

pychubby

Automated face warping tool.

swissreframe

Python interface for the official swisstopo's REFRAME jar library