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.

geom-median

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

quinkgl

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

sql-mongo-converter

Production-ready converter for SQL and MongoDB queries with full CRUD operations, JOINs, and advanced SQL support

xagg

Aggregating raster data over polygons

drf-aggregation

Get DB aggregations using Django ORM

panoptes-aggregation

Data aggregation for Zooniverse projects

convey

CSV processing and web related data types mutual conversion

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.

ncagg

Aggregate NetCDF time series data.

pyjondb

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

dptools

Data Preprocessing Tools

fancy-aggregations

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

pycobra

Python implementation of COBRA algorithm with regression analysis

cleverdiff

A tool for describing multiple differences in files

equitas-benchmark

Corruption-robustness benchmark for hierarchical multi-LLM committees

xagg-no-xesmf-deps

Aggregating raster data over polygons

a-pandas-ex-mindex-aggregate

Aggregates multiple columns of a DataFrame

radshap

Shapley values for interpreting radiomic models

aggregategithubcommits

Aggregate Github commits by author and time.