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Performance Metrics Python Packages

Python packages with the GitHub topic performance-metrics. Sorted by relevance, with stars and monthly downloads.
lucacanali
sparkmeasure

This repository contains the development code for sparkMeasure, an Apache Spark performance analysis and troubleshooting library. It simplifies collecting, aggregating, and exporting Spark task/stage metrics, and is designed for practical use by developers and data engineers in interactive analysis, testing, and production monitoring workflows.

1.5M 821 160
canimus
cuallee

Possibly the fastest DataFrame-agnostic quality check library in town.

104K 243 22
SMART-Dal
codegreen

Know the true energy cost of your code

21K 8 0
zodb
perfmetrics

A library for sending software performance metrics from Python libraries and apps to statsd.

20K 31 6
thieu1995
permetrics

Artificial intelligence (AI, ML, DL) performance metrics implemented in Python

16K 91 22
alteryx
locust-grasshopper

a load testing tool extended from locust

13K 190 12
prakhargurunani
pythonpsi

Python Implementation of Google PageSpeed Insights

7K 41 4
hi-paris
xper

A methodology designed to measure the contribution of the features to the predictive performance of any econometric or machine learning model.

5K 18 1
lorentzenchr
model-diagnostics

Tools for diagnostics and assessment of (machine learning) models

2K 45 5
ebursztein
perfcounters

Fast and lightweight performance counters library for python

623 5 1
fjwillemsen
autotuning-methodology

This software package accompanies the paper "A Methodology for Comparing Auto-Tuning Optimization Algorithms" (https://doi.org/10.1016/j.future.2024.05.021), making the guidelines in the methodology easy to apply.

438 7 3
AtrCheema
seqmetrics

Various errors for tabular/structured/time-series data

337 18 4
har777
pellet

Pellet helps improve your Django app performance by discovering N+1 queries

293 79 1
joshuawe
plotsandgraphs

Visualize Machine Learning Metrics

214 3 0
soraxas
asynccsv

Async CSV performance logging

214 2 0
joaopm33
fundspy

Download brazillian investment funds and their benchmarks data from CVM and analyze their performance with pre-built functions.

195 31 7
AsyncFlow-Sim
asyncflow-sim

Scenario-driven simulator for async distributed systems: declare topologies, run simulations, measure latency/throughput, resource usage and see where bottlenecks emerge.

182 81 2
arvkevi
disarray

Confusion matrix metrics directly from your pandas DataFrame

165 35 4
joaopm33
fundspy2021

Download brazillian investment funds and their benchmarks data from CVM and analyze their performance with pre-built functions.

71 31 7
chigwell
sport-evo-summary

A new package that transforms unstructured text about sports evolution into a structured summary. Users input text describing changes in a sport, and the package returns a standardized breakdown of ke

64 1 0
chigwell
vpscompass

This package helps users quickly compare virtual private server (VPS) offerings by taking a simple text input—like a list of VPS providers, their plans, or key features—and returning a structured brea

57 1 0
AMDResearch
omnitrace-causal-viewer

Omnitrace: Application Profiling, Tracing, and Analysis

33 351 28
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