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`

drf-aggregation

Get DB aggregations using Django ORM

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.

convey

CSV processing and web related data types mutual conversion

panoptes-aggregation

Data aggregation for Zooniverse projects

xagg

Aggregating gridded data (xarray) to polygons

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.

quinkgl

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

pyar-chem

Python program for aggregation and reaction

h3-toolkit

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

dptools

Data Preprocessing Tools

ncagg

Aggregate NetCDF time series data.

equitas-benchmark

Corruption-robustness benchmark for hierarchical multi-LLM committees

pyjondb

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

fancy-aggregations

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

cleverdiff

A tool for describing multiple differences in files.

pycobra

Python implementation of COBRA algorithm with regression analysis

a-pandas-ex-mindex-aggregate

Aggregates multiple columns of a DataFrame

xagg-no-xesmf-deps

Aggregating gridded data (xarray) to polygons

aggregategithubcommits

aggregateGithubCommits: Aggregate Github commit count by author and time.

radshap

A radiomic interpretation tool based on Shapley values