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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

21.3M 15K 513
plasma-umass
scalene

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

357K 13K 435
llnl
llnl-hatchet

Graph-indexed Pandas DataFrames for analyzing hierarchical performance data

55K 35 19
LLNL
caliper-reader

Caliper is an instrumentation and performance profiling library

54K 410 77
szymonmaszke
torchfunc-nightly

PyTorch functions to improve performance, analyse models and make your life easier.

37K 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 630 81
facebookresearch
cutracer

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

6K 65 8
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.

5K 510 85
JerBouma
fundamentalanalysis

Transparent and Efficient Financial Analysis

5K 5K 536
extra-p
pycubexr

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

4K 8 3
hatchet
hatchet

Analyze graph/hierarchical performance data using pandas dataframes

4K 119 41
arprax
alnoms

Industrial-grade algorithms and data structures for Python.

4K 0 0
plasma-umass
bigo

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

3K 48 4
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! 🔥

2K 0 0
jubnl
timeit-decorator

A versatile timing decorator

2K 3 0
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.

2K 460 154
extra-p
extrap

Extra-P, automated performance modeling for HPC applications

2K 40 10
RRZE-HPC
osaca

Open Source Architecture Code Analyzer

2K 361 29
IBM
javacore-analyser

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

2K 7 1
nyggus
perftester

A lightweight Python package for performance testing of Python functions.

2K 42 0
KaykCaputo
oracletrace

Lightweight Python tool to detect performance regressions and compare execution traces with call graph visualization.

1K 18 14
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