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Benchmarking Python Packages

Python packages with the GitHub topic benchmarking. Sorted by relevance, with stars and monthly downloads.
ionelmc
pytest-benchmark

pytest fixture for benchmarking code

15.6M 1K 133
locustio
locust

Write scalable load tests in plain Python 🚗💨

13.4M 28K 3K
CodSpeedHQ
pytest-codspeed

A pytest plugin to create benchmarks

3.4M 131 22
psf
pyperf

Toolkit to run Python benchmarks

427K 940 98
airspeed-velocity
asv-runner

Core pure python benchmarking for asv

419K 6 7
autogluon
fev

Forecast evaluation library

172K 167 22
IBM
opendsstar

OpenDsStar is an open-source implementation of the DS-Star agent that replaces file-based workflows with a flexible, tool-centric architecture. It supports incremental execution, reuses intermediate results, and makes complex multi-step agents more modular, efficient, and extensible.

131K 22 3
openml
openml

OpenML's Python API for a World of Data and More 💫

85K 350 269
Jij-Inc
openjij

OpenJij : Framework for the Ising model and QUBO.

34K 128 34
NyanKiyoshi
pytest-django-queries

Generate performance reports from your django database performance tests.

30K 84 2
reframe-hpc
reframe-hpc

A powerful Python framework for writing and running portable regression tests and benchmarks for HPC systems.

27K 278 126
arthur-ai
arthur-observability-sdk

Make AI work for Everyone - Monitoring and governing for your AI/ML

26K 84 12
blooop
holobench

A package for benchmarking the characteristics of arbitrary functions

26K 4 3
salesforce
salesforce-merlion

Merlion: A Machine Learning Framework for Time Series Intelligence

11K 4K 359
Beuth-Erdelt
bexhoma

This python tool helps managing DBMS benchmarking experiments in a Kubernetes-based HPC cluster environment. It enables users to configure hardware / software setups for easily repeating tests over varying configurations.

9K 5 0
sosy-lab
benchexec

BenchExec: A Framework for Reliable Benchmarking and Resource Measurement

8K 285 226
TabArena
data-foundry

Repository for all things around tabular dataset curation for benchmarking!

8K 4 0
google-research
rliable

[NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.

8K 873 49
Erotemic
timerit

Time and benchmark blocks of Python code. A powerful multi-line in-code alternative to timeit.

8K 37 1
Marker-Inc-Korea
autorag

AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation

8K 5K 406
munich-quantum-toolkit
mqt-bench

MQT Bench - An MQT Tool for Benchmarking Quantum Software Tools

5K 121 39
ACEnglish
truvari

Structural variant toolkit for VCFs

5K 418 61
lobocv
pyperform

An easy and convienent way to performance test python code.

5K 224 14
FelixBroesamle
s2mflow

Meta-generator: generating multicommodity flow instances from single-commodity flow instances.

4K 4 1
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