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Performance Analysis Python Packages

Python packages with the GitHub topic performance-analysis. Sorted by relevance, with stars and monthly downloads.
benfred
py-spy

Sampling profiler for Python programs

21.8M 15K 518
plasma-umass
scalene

Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization proposals

341K 13K 435
LLNL
caliper-reader

Caliper is an instrumentation and performance profiling library

70K 412 77
llnl
llnl-hatchet

Graph-indexed Pandas DataFrames for analyzing hierarchical performance data

66K 35 19
szymonmaszke
torchfunc-nightly

PyTorch functions and utilities to make your life easier

41K 195 9
nschloe
perfplot

:chart_with_upwards_trend: Performance analysis for Python snippets

8K 1K 63
miketheman
pytest-execution-timer

Measure Pytest execution phases

7K 12 1
inducer
loopy

A code generator for array-based code on CPUs and GPUs

6K 631 81
triton-inference-server
triton-model-analyzer

Triton Model Analyzer is a CLI tool to help with better understanding of the compute and memory requirements of the Triton Inference Server models.

6K 508 85
extra-p
pycubexr

pyCubexR is a Python package for reading the Cube4 (.cubex) file format.

6K 8 3
facebookexperimental
cutracer

A dynamic binary instrumentation tool for tracing and analyzing CUDA kernel instructions.

5K 65 8
hatchet
hatchet

Analyze graph/hierarchical performance data using pandas dataframes

4K 119 41
JerBouma
fundamentalanalysis

Transparent and Efficient Financial Analysis

4K 5K 551
LucaCanali
sparkhistogram

Includes notes on using Apache Spark, with drill down on Spark for Physics, how to run TPCDS on PySpark, how to create histograms with Spark. Also tools for stress testing, measuring CPUs' performance, and I/O latency heat maps. Jupyter notebooks examples for using various DB systems.

3K 460 154
arprax
alnoms

A Performance Intelligence Engine that analyzes and verifies algorithmic performance before code reaches production.

3K 0 0
plasma-umass
bigo

Measures empirical computational complexity (in both time and space) of functions

3K 49 4
IBM
javacore-analyser

This is a tool to analyse IBM Javacore files and provide the report used to analyse hang/outage and performance issues.

3K 7 1
jubnl
timeit-decorator

A versatile timing decorator

2K 3 0
extra-p
extrap

Extra-P, automated performance modeling for HPC applications

2K 40 10
yandex-load
volta

a framework for mobile performance and energy efficiency analysis

2K 47 14
rajveer43
callflow-tracer

Trace, profile & visualize Python function calls with interactive graphs. FastAPI, Flask, Django integrations. VSCode extension. Find bottlenecks fast! 🔥

1K 1 0
RRZE-HPC
osaca

Open Source Architecture Code Analyzer

1K 362 29
nyggus
perftester

Lightweight performance testing in Python

1K 42 0
al91liwo
fastapi-profiler-lite

A lightweight, zero-configuration performance profiler for FastAPI applications

1K 12 1
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