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Performance Optimization Python Packages

Python packages with the GitHub topic performance-optimization. Sorted by relevance, with stars and monthly downloads.
SMART-Dal
codegreen

Know the true energy cost of your code

30K 8 0
Rivendael
fastmssql

High performance async Mssql library for Python.

26K 22 3
tijani-dia
django-trackings

A Django app that tracks your queries to help optimize them. See Qorme for automated ORM optimization: https://qorme.com?ref=dj-tracker

13K 86 3
Rivendael
fastmssql-dbproj

High performance async Mssql library for Python.

6K 22 3
TeamKillerX
akenoai

AkenoAi Python Wrapper For Plus+

5K 6 1
ProfineAI
profine

Profine automatically profiles and optimizes PyTorch training jobs on real GPUs, delivering measurable speedups and lower GPU costs before teams waste days tuning configs by hand.

4K 13 0
siliconflow
onediff

an out-of-the-box acceleration library for diffusion models

4K 2K 129
IBM
ado-core

A framework for designing, executing and analysing experiment campaigns

3K 41 5
siliconflow
onediffx

OneDiff: An out-of-the-box acceleration library for diffusion models.

3K 2K 129
IBM
ado-vllm-performance

A framework for designing, executing and analysing experiment campaigns

2K 41 5
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.

496 7 3
ori88c-python-packages
asyncio-keyed-lock

Per-key asyncio locking with automatic cleanup and graceful-shutdown support. Zero dependencies.

299 0 0
jakhon37
labelmev2

Image annotation tool with 45x faster loading, enhanced zoom (5000%), multiple point addition, polygon merge, and dark mode. Enhanced fork of wkentaro/labelme optimized for large image annotation workflows.

207 0 0
Orest-gt
residue-protocol

Bare-Metal AVX2 Inference Shield for LLMs

203 0 0
fabriziopfannl
llm-autobatch

Turn single LLM calls into fast micro-batches. Rust core, Python API.

185 5 0
microsoft
batch-inference

Dynamic batching library for Deep Learning inference. Tutorials for LLM, GPT scenarios.

146 106 4
chigwell
hybrid-cloud-navigator

A new package that helps users understand and navigate the complexities of hybrid cloud environments in 2025. Users can input their specific hybrid cloud challenges, such as data gravity (the tendency

85 1 0
chigwell
lvmthin-helper

lvmthin-helper automates LVM Thin Provisioning management by analyzing user inputs and current setups, offering optimized configurations and troubleshooting steps for efficient storage.

71 1 0
adwantg
pdperf

A static performance linter that detects slow Pandas anti-patterns before they reach production

70 0 0
jakhon37
labelme-enhanced

Image annotation tool with 45x faster loading, enhanced zoom (5000%), multiple point addition, polygon merge, and dark mode. Enhanced fork of wkentaro/labelme optimized for large image annotation workflows.

1 0 0
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