Aggregation Python Packages

tsdownsample

High-performance time series downsampling algorithms for visualization

combo

(AAAI' 20) A Python Toolbox for Machine Learning Model Combination

denorm

Denormalized and aggregated tables for PostgreSQL.

storepy

Multi-backend data layer for Python asyncio: pure JSON schemas + MongoDB-style GQL tree queries on MongoDB, MySQL, SQLite and PostgreSQL, with RBAC, computed columns and soft-delete.

geom-median

Fast and differentiable geometric median, a multivariate median analogue. Install with `pip install geom-median`

drf-aggregation

Get DB aggregations using Django ORM

pyar-chem

Python program for aggregation and reaction

convey

CSV processing and web related data types mutual conversion

xagg

Aggregating gridded data (xarray) to polygons

sql-mongo-converter

🛠️ SQLMongo - A PyPI package for converting SQL queries to MongoDB queries and vice versa. Effortlessly translate between relational and NoSQL query formats for seamless database interoperability.

h3-toolkit

A Python toolkit for aggregating and visualizing geospatial data using H3 hexagonal grids

panoptes-aggregation

Data aggregation for Zooniverse projects

quinkgl

research-based, fully open-source, peer-to-peer gossip learning framework

faiss-vector-aggregator

This Python library provides a suite of advanced methods for aggregating multiple embeddings associated with a single document or entity into a single representative embedding.

fancy-aggregations

A collection of aggregation functions: T-norms, Choquet, Sugeno, etc.

ncagg

Aggregate NetCDF time series data.

dptools

Python package with utilities for data processing, aggregation, feature engineering and data versioning

pyjondb

A lightweight, encrypted JSON-based database with support for collections, document operations, and aggregation.

pycobra

python library implementing ensemble methods for regression, classification and visualisation tools including Voronoi tesselations.

cleverdiff

A tool for describing multiple differences in files

mongo-store

Multi-backend data layer for Python asyncio: pure JSON schemas + MongoDB-style GQL tree queries on MongoDB, MySQL, SQLite and PostgreSQL, with RBAC, computed columns and soft-delete.

a-pandas-ex-mindex-aggregate

Aggregates multiple columns of a DataFrame

mongo-store-py

Multi-backend data layer for Python asyncio: pure JSON schemas + MongoDB-style GQL tree queries on MongoDB, MySQL, SQLite and PostgreSQL, with RBAC, computed columns and soft-delete.

xagg-no-xesmf-deps

Aggregating gridded data (xarray) to polygons