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#efficiency (22 Repositories)

Ranked open-source repositories tagged with #efficiency, scored by pull request acceptance likelihood and maintainer engagement velocity.

Topic Avg Merge Rate

34.4%

Avg Review Latency

1.4h

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22 repositories tagged #efficiency

S TierPython 123

albumentations-team/albucore

A high-performance image processing library designed to optimize and extend the Albumentations library with specialized functions for advanced image transformations. Perfect for developers working in computer vision who require efficient and scalable image augmentation.

97.8%
Merge Rate
1h
First Review
100%
1st-Timers
4
Maintainers
S TierPython 1.3k

BoboTiG/python-mss

An ultra fast cross-platform multiple screenshots module in pure Python using ctypes.

93.3%
Merge Rate
3h
First Review
67%
1st-Timers
3
Maintainers
A TierPython 514

NVIDIA/flashdreams

high-performance inference and serving library for interactive autoregressive video and world models

69.1%
Merge Rate
-
First Review
73%
1st-Timers
22
Maintainers
A TierC++ 24.1k

PaddlePaddle/Paddle

PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice (『飞桨』核心框架,深度学习&机器学习高性能单机、分布式训练和跨平台部署)

56.6%
Merge Rate
-
First Review
60%
1st-Timers
38
Maintainers
A TierC# 1.1k

Lertaro/Lertaro

A modern, high-performance local file search and productivity tool for Windows. A sleek, customizable alternative to Everything and Listary built with C# WPF and NT Services, featuring instant NTFS MFT parsing, real-time USN monitoring, and plugin support.

50.0%
Merge Rate
-
First Review
50%
1st-Timers
29
Maintainers
B TierJava 535

CryptoMorin/XSeries

Library for cross-version Minecraft Bukkit support and various efficient API methods.

71.4%
Merge Rate
<1h
First Review
50%
1st-Timers
4
Maintainers
B TierTypeScript 117

ikkz/anki-eco

Enhance your Anki experience

100.0%
Merge Rate
4h
First Review
100%
1st-Timers
0
Maintainers
B TierC 4.9k

vladelaina/Catime

💌A tiny (995KB) but mighty timer in **pure C** ! — almost no memory usage!❤️‍🔥 Supports clock, countdown, stopwatch, Pomodoro, and fully customizable tray animations (GIFs, CPU/Mem%) 💘 Don't be shy, join here🧸: https://discord.com/invite/W3tW2gtp6g

81.8%
Merge Rate
11h
First Review
100%
1st-Timers
1
Maintainers
B TierKotlin 129

DeadlinerStudio/Deadliner

一个简洁高效Deadline管理记录软件

100.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
B TierPython 238

opendsm/opendsm

An open-source python package for implementing and developing standard methods for calculating normalized metered energy consumption and avoided energy use.

33.3%
Merge Rate
<1h
First Review
0%
1st-Timers
0
Maintainers
C TierPython 105

wink-wink-wink555/MarkiNote

An AI Agent-powered Markdown Document Management & Reading System. The AI Agent understands your intent and autonomously invokes 11 different tools to read, create, edit, delete, move files, and even search the web or fetch webpage content.

2.9%
Merge Rate
11h
First Review
0%
1st-Timers
1
Maintainers
D TierC# 246

newlooper/VirtualSpace

A Virtual Desktop Enhancement GUI Program For Win10 & Win11

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierGo 4.6k

AliyunContainerService/pouch

An Efficient Enterprise-class Container Engine

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 643

princeton-nlp/LLM-Shearing

[ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierShell 444

EivindArvesen/prm

A minimal project manager for the terminal.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierKotlin 290

daniel-rusu/pods4k

Performance-oriented Data Structures for Kotlin

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierOBObjective-C 224

indulgeIn/YBModelFile

根据 JSON 自动生成 Model 文件(数据模型)

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierMulti-language 793

Eclipsess/Awesome-Efficient-Reasoning-LLMs

[TMLR 2025] Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 1.8k

microsoft/Cream

This is a collection of our NAS and Vision Transformer work.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierJavaScript 138

cattr-app/desktop-application

Electron-based desktop time tracker for Cattr

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierShell 264

Speyll/dotfiles

Efficiency meets aesthetics, my dotfiles are fine-tuned for a seamless Linux experience. Take control of your system with this clean, minimalistic configuration. 🚀

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 1.8k

evalplus/evalplus

Rigourous evaluation of LLM-synthesized code - NeurIPS 2023 & COLM 2024

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
Best Efficiency Open Source Repositories & C-Rank™ | GetMerged