resource: benchmarking

233 resources, primary matches first, then adoption-weighted; health v2 shown.

Resource	Health v2	Stars	Maturity
noonghunna/club-3090 A community-maintained collection of recipes, configs, and scripts for serving large language models locally on consumer NVIDIA GPUs (RTX 3…	79	2101	active
tsale/EDR-Telemetry An open, vendor-neutral research project that compares the endpoint telemetry exposed by EDR products and agents like Sysmon across Windows…	81	1978	active
ray-project/llm-applications A comprehensive tutorial repository (Jupyter notebooks plus guide) for building production-grade RAG-based LLM applications using Ray. It c…	62	1855	active
stepjam/RLBench RLBench is a large-scale robot learning benchmark and simulation environment built on CoppeliaSim and PyRep, featuring 100 hand-designed ma…	24	1811	active
jamesob/local-llm A personal guide and configuration repository for running state-of-the-art LLMs and speech-to-text locally on consumer/prosumer hardware. I…	54	1800	active
nswbmw/node-in-debugging An open-source Chinese-language book, 'Node.js 调试指南' (Node.js Debugging Guide), covering CPU profiling, memory analysis, code-level debuggi…	32	6453	maintenance
SimonWaldherr/golang-examples A curated collection of small, standalone Go example programs covering everything from beginner syntax to advanced concurrency, generics, W…	92	1710	active
HKUSTDial/NL2SQL_Handbook A continuously updated handbook and survey repository tracking the latest Text-to-SQL (NL2SQL) techniques, accompanying TKDE'25 and VLDB'24…	66	1575	active
vladmihalcea/high-performance-java-persistence Code examples accompanying the High-Performance Java Persistence book and video course by Vlad Mihalcea. It demonstrates JDBC, JPA, Hiberna…	72	1498	active
mlfoundations/dclm DataComp-LM (DCLM) is a benchmark and dataset suite for curating training data for language models, including a leaderboard and evaluation …	42	1467	active
microsoft/DNS-Challenge Microsoft's repository for the Deep Noise Suppression (DNS) Challenge, containing datasets, scripts, and baseline models for training speec…	32	1465	active
explosion/projects A repository of project templates for Weasel (spaCy projects) providing end-to-end NLP workflows from prototype to production. Templates co…	23	1436	active
MedMNIST/MedMNIST MedMNIST is a collection of 18 standardized biomedical image classification datasets (12 2D and 6 3D), available in multiple sizes from MNI…	33	1398	stable
weiaicunzai/pytorch-cifar100 A PyTorch practice repository implementing dozens of classic CNN architectures (ResNet, DenseNet, VGG, GoogLeNet, Inception variants, Xcept…	32	4776	maintenance
oneapi-src/oneAPI-samples A collection of sample code for Intel oneAPI Toolkits, covering SYCL C++, Python, and Fortran across CPU, GPU, and FPGA targets. Samples ar…	70	1160	active
MinorJerry/WebVoyager WebVoyager is the official code and dataset for a research paper on an end-to-end web agent powered by large multimodal models that complet…	26	1122	active
WecoAI/awesome-autoresearch A curated awesome-list of AutoResearch use cases, where a coding agent iteratively optimizes a file against an evaluation metric in a keep/…	57	1038	active
opencv/opencv_zoo A collection of pre-trained computer vision models tuned for OpenCV's DNN inference module, accompanied by benchmarking tools for various h…	61	1034	active
mryab/efficient-dl-systems Course materials for the Efficient Deep Learning Systems course taught at HSE University and Yandex School of Data Analysis. It covers GPU/…	70	1028	active
chrisconlan/algorithmic-trading-with-python Source code companion to the book 'Algorithmic Trading with Python' (2020) by Chris Conlan, including a small library (pypm) with performan…	32	3479	maintenance
OSU-NLP-Group/Mind2Web Mind2Web is the first dataset and benchmark for developing and evaluating generalist LLM-based web agents that follow natural language inst…	52	1021	active
jobbole/awesome-mysql-cn A Chinese-language curated list of MySQL resources, translated and expanded from the awesome-mysql project. It catalogs tools for analysis,…	32	2779	maintenance
china-testing/python-api-tesing A continuously updated Chinese-language curated resource list for Python testing and test development, covering test frameworks, UI/perform…	32	2468	maintenance
github/CodeSearchNet CodeSearchNet is a dataset and benchmark suite from GitHub for semantic code search, containing about 6 million functions across six progra…	10	2443	maintenance
rorysroes/SGX-Full-OrderBook-Tick-Data-Trading-Strategy A Jupyter Notebook project demonstrating a high-frequency trading strategy on full limit order book tick data using machine learning. It wa…	32	2329	maintenance
microsoft/CodeXGLUE CodeXGLUE is a benchmark dataset and open challenge from Microsoft for code intelligence, covering tasks like code search, code completion,…	32	1839	maintenance
Farama-Foundation/D4RL D4RL is an open-source benchmark providing standardized environments and datasets for offline reinforcement learning research. It is now in…	32	1700	maintenance
godweiyang/NN-CUDA-Example A collection of simple example projects showing how to write custom CUDA operators and call them from PyTorch and TensorFlow. It demonstrat…	32	1538	maintenance
vmayoral/basic_reinforcement_learning An introductory tutorial series on reinforcement learning with step-by-step Jupyter Notebook walkthroughs covering Q-learning, SARSA, DQN, …	32	1224	maintenance
baidu/DuReader DuReader is a collection of Chinese machine reading comprehension and question answering benchmark datasets, including MRC, passage retriev…	32	1178	maintenance
epfml/attention-cnn Official PyTorch source code for the ICLR 2020 paper 'On the Relationship between Self-Attention and Convolutional Layers', which proves an…	32	1121	maintenance
google-deepmind/funsearch FunSearch is the official repository accompanying DeepMind's Nature 2023 paper on discovering new mathematical results via program search w…	27	1110	maintenance
openai/universe-starter-agent A starter implementation of an A3C reinforcement learning agent that can solve OpenAI Universe environments, including Atari games like Pon…	10	1097	abandoned