#Benchmarking

Showing 60 of 89 repositories tagged #benchmarking, ranked by stars

locustio
locustio
locust

Write scalable load tests in plain Python ๐Ÿš—๐Ÿ’จ

Score
100
โ˜… 28.0k โ‘‚ 3.2k +4/day
Python
tsenart
tsenart
vegeta

HTTP load testing tool and library. It's over 9000!

Score
100
โ˜… 25.1k โ‘‚ 1.4k +19/day
Go
winsiderss
winsiderss
systeminformer

A free, powerful, multi-purpose tool that helps you monitor system resources, debug software and detect malware. Brought to you by Winsider Seminars & Solutions, Inc. @ https://windows-internals.com

Score
100
โ˜… 15.4k โ‘‚ 1.7k +4/day
C
codesenberg
codesenberg
bombardier

Fast cross-platform HTTP benchmarking tool written in Go

Score
83
โ˜… 6.8k โ‘‚ 329 +1/day
Go
cleverhans-lab
cleverhans-lab
cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

Score
71
โ˜… 6.4k โ‘‚ 1.4k โ€”
Jupyter Notebook
Marker-Inc-Korea
Marker-Inc-Korea
AutoRAG

AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation

Score
88
โ˜… 4.9k โ‘‚ 406 +5/day
Python
nikolaydubina
nikolaydubina
go-recipes

๐Ÿฆฉ Tools for Go projects

Score
67
โ˜… 4.5k โ‘‚ 166 โ€”
Go
salesforce
salesforce
Merlion

Merlion: A Machine Learning Framework for Time Series Intelligence

Score
100
โ˜… 4.5k โ‘‚ 359 โ€”
Python
nakabonne
nakabonne
ali

Generate HTTP load and plot the results in real-time

Score
50
โ˜… 3.9k โ‘‚ 153 โ€”
Go
wenbihan
wenbihan
reproducible-image-denoising-state-of-the-art

Collection of popular and reproducible image denoising works.

Score
76
โ˜… 2.5k โ‘‚ 507 โ€”
decisionintelligence
decisionintelligence
TFB

[PVLDB 2024 Best Paper Nomination] TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods

Score
94
โ˜… 1.7k โ‘‚ 122 โ€”
Shell
alecthomas
alecthomas
go_serialization_benchmarks

Benchmarks of Go serialization methods

Score
17
โ˜… 1.6k โ‘‚ 161 +1/day
Go
BorealisAI
BorealisAI
advertorch

A Toolbox for Adversarial Robustness Research

Score
57
โ˜… 1.4k โ‘‚ 197 +1/day
Jupyter Notebook
sintel-dev
sintel-dev
Orion

Unsupervised time series anomaly detection library

Score
100
โ˜… 1.4k โ‘‚ 205 โ€”
Python
google
google
fuzzbench

FuzzBench - Fuzzer benchmarking as a service.

Score
86
โ˜… 1.2k โ‘‚ 302 +1/day
Python
psf
psf
pyperf

Toolkit to run Python benchmarks

Score
62
โ˜… 941 โ‘‚ 98 +2/day
Python
google
google
swift-benchmark

A swift library to benchmark code snippets.

Score
0
โ˜… 941 โ‘‚ 50 โ€”
Swift
google-research
google-research
rliable

[NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.

Score
53
โ˜… 875 โ‘‚ 49 +2/day
Jupyter Notebook
rsasaki0109
rsasaki0109
lidar_slam_ros2

ROS 2 LiDAR SLAM for pointcloud-map authoring, benchmarking, and Autoware-compatible map workflows.

Score
75
โ˜… 827 โ‘‚ 167 +2/day
Python
salesforce
salesforce
logai

LogAI - An open-source library for log analytics and intelligence

Score
50
โ˜… 816 โ‘‚ 122 โ€”
Python
nicolas-hbt
nicolas-hbt
pygraft

Configurable Generation of Synthetic Schemas and Knowledge Graphs at Your Fingertips

Score
82
โ˜… 710 โ‘‚ 51 +2/day
Python
SforAiDl
SforAiDl
KD_Lib

A Pytorch Knowledge Distillation library for benchmarking and extending works in the domains of Knowledge Distillation, Pruning, and Quantization.

Score
53
โ˜… 650 โ‘‚ 61 +1/day
Python
mlcommons
mlcommons
ck

Collective Knowledge (CK), Collective Mind (CM/CMX) and MLPerf automations: community-driven projects to facilitate collaborative and reproducible research and to learn how to run AI, ML, and other emerging workloads more efficiently and cost-effectively across diverse models, datasets, software, and hardware using MLPerf methodology and benchmarks

Score
100
โ˜… 648 โ‘‚ 123 โ€”
Python
udhos
udhos
goben

goben is a golang tool to measure TCP/UDP transport layer throughput between hosts.

Score
33
โ˜… 573 โ‘‚ 54 โ€”
Go
safe-graph
safe-graph
GNN-FakeNews

A collection of GNN-based fake news detection models.

Score
71
โ˜… 551 โ‘‚ 108 โ€”
Python
KevinMusgrave
KevinMusgrave
powerful-benchmarker

A library for ML benchmarking. It's powerful.

Score
41
โ˜… 441 โ‘‚ 42 โ€”
Jupyter Notebook
ACEnglish
ACEnglish
truvari

Structural variant toolkit for VCFs

Score
94
โ˜… 418 โ‘‚ 61 โ€”
Python
SforAiDl
SforAiDl
genrl

A PyTorch reinforcement learning library for generalizable and reproducible algorithm implementations with an aim to improve accessibility in RL

Score
47
โ˜… 412 โ‘‚ 58 โ€”
Python
TheDesignFounder
TheDesignFounder
DreamLayer

Benchmark diffusion models faster. Automate evals, seeds, and metrics for reproducible results.

Score
100
โ˜… 411 โ‘‚ 205 +1/day
Python
ooibc88
ooibc88
blockbench

BLOCKBENCH: A Framework for Analyzing Private Blockchains. Blockbench contains workloads for measuring the data processing performance, and workloads for understanding the performance of different layers of Blockchain systems.

Score
100
โ˜… 392 โ‘‚ 172 โ€”
C++
openml
openml
openml-python

OpenML's Python API for a World of Data and More ๐Ÿ’ซ

Score
88
โ˜… 350 โ‘‚ 268 โ€”
Python
vhive-serverless
vhive-serverless
vHive

vHive: Open-source framework for serverless experimentation

Score
100
โ˜… 338 โ‘‚ 103 โ€”
Go
carla-recourse
carla-recourse
CARLA

CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms

Score
35
โ˜… 303 โ‘‚ 65 โ€”
Python
reframe-hpc
reframe-hpc
reframe

A powerful Python framework for writing and running portable regression tests and benchmarks for HPC systems.

Score
38
โ˜… 278 โ‘‚ 126 โ€”
Python
AaltoVision
AaltoVision
ADVIO

An Authentic Dataset for Visual-Inertial Odometry

Score
29
โ˜… 269 โ‘‚ 45 +1/day
Python
aws-samples
aws-samples
foundation-model-benchmarking-tool

Foundation model benchmarking tool. Run any model on any AWS platform and benchmark for performance across instance type and serving stack options.

Score
33
โ˜… 256 โ‘‚ 44 โ€”
Jupyter Notebook
wasi-master
wasi-master
fastero

Python timeit CLI for the 21st century! colored output, multi-line input with syntax highlighting and autocompletion and much more!

Score
25
โ˜… 244 โ‘‚ 7 โ€”
Python
stalkermustang
stalkermustang
llm-bulls-and-cows-benchmark

A mini-framework for evaluating LLM performance on the Bulls and Cows number guessing game, supporting multiple LLM providers.

Score
25
โ˜… 234 โ‘‚ 1 โ€”
HTML
morganstanley
morganstanley
Xpedite

A non-sampling profiler purpose built to measure and optimize performance of C++ low latency/real time systems

Score
76
โ˜… 196 โ‘‚ 49 +1/day
Python
microsoft
microsoft
MLOS

MLOS is a project to enable autotuning for systems.

Score
88
โ˜… 175 โ‘‚ 72 โ€”
Python
beling
beling
bsuccinct-rs

Rust libraries and programs focused on succinct data structures

Score
100
โ˜… 169 โ‘‚ 15 +2/day
Rust
TimeEval
TimeEval
TimeEval

Evaluation Tool for Anomaly Detection Algorithms on Time Series

Score
82
โ˜… 165 โ‘‚ 20 +1/day
Jupyter Notebook
JoeyHendricks
JoeyHendricks
python-benchmark-harness

A micro/macro benchmark framework for the Python programming language that helps with optimizing your software.

Score
29
โ˜… 158 โ‘‚ 15 โ€”
Python
kaderkck
kaderkck
hewn-forge

HEWN 2.0 2026: AI Output Router for Precision Summaries & Polished Code

Score
33
โ˜… 151 โ‘‚ 0 โ€”
HTML
ahammadmejbah
ahammadmejbah
Awesome-Datasets-Hub

A curated collection of datasets for Large Language Models (LLMs), covering medical AI, NLP, multimodal learning, instruction tuning, reasoning, code generation, and evaluation benchmarks.

Score
65
โ˜… 144 โ‘‚ 39 +2/day
ConsenSysDiligence
ConsenSysDiligence
daedaluzz

Benchmark Generator for Smart-Contract Fuzzers

Score
0
โ˜… 143 โ‘‚ 12 โ€”
Solidity
qwerty541
qwerty541
dns-bench

Find the fastest DNS in your location to improve internet browsing experience.

Score
75
โ˜… 143 โ‘‚ 14 +1/day
Rust
HewlettPackard
HewlettPackard
dlcookbook-dlbs

Deep Learning Benchmarking Suite

Score
18
โ˜… 130 โ‘‚ 49 โ€”
Python
ianarawjo
ianarawjo
evalstats

Statistical analysis methods for comparing prompt and model performance in LLM evaluations.

Score
75
โ˜… 107 โ‘‚ 2 โ€”
Python
ChrisCummins
ChrisCummins
clgen

Deep learning program generator

Score
12
โ˜… 105 โ‘‚ 29 โ€”
Python
IngestAI
IngestAI
deepmark

Deepmark AI enables a unique testing environment for language models (LLM) assessment on task-specific metrics and on your own data so your GenAI-powered solution has predictable and reliable performance.

Score
0
โ˜… 104 โ‘‚ 2 โ€”
PHP
mohammadtavakoli78
mohammadtavakoli78
BEAM

[ICLR 2026] Beyond a Million Tokens: Benchmarking and Enhancing Long-Term Memory in LLMs

Score
67
โ˜… 103 โ‘‚ 9 +2/day
Python
openml
openml
openml-r

R package to interface with OpenML

Score
24
โ˜… 99 โ‘‚ 37 โ€”
HTML
dreadnode
dreadnode
AIRTBench-Code

Code Repository for: AIRTBench: Measuring Autonomous AI Red Teaming Capabilities in Language Models

Score
43
โ˜… 99 โ‘‚ 14 โ€”
Jupyter Notebook
smarr
smarr
ReBench

Execute and document benchmarks reproducibly.

Score
12
โ˜… 99 โ‘‚ 26 โ€”
Python
IndicoDataSolutions
IndicoDataSolutions
Enso

Enso: An Open Source Library for Benchmarking Embeddings + Transfer Learning Methods

Score
18
โ˜… 96 โ‘‚ 12 โ€”
Python
pyrddlgym-project
pyrddlgym-project
pyRDDLGym

A toolkit for auto-generation of OpenAI Gym environments from RDDL description files.

Score
71
โ˜… 93 โ‘‚ 23 โ€”
Python
Helmholtz-AI-Energy
Helmholtz-AI-Energy
perun

Perun is a Python package that measures the energy consumption of your applications.

Score
0
โ˜… 92 โ‘‚ 6 โ€”
Python
microsoft
microsoft
benchmark-qed

Automated benchmarking of Retrieval-Augmented Generation (RAG) systems

Score
92
โ˜… 91 โ‘‚ 18 +1/day
Python
yarpc
yarpc
yab

Call and benchmark YARPC services from the command line.

Score
67
โ˜… 86 โ‘‚ 40 โ€”
Go
Related Topics
#machine-learning#python#deep-learning#benchmark#llm#go#data-science#performance#performance-testing#security#visualization#pytorch

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