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1,430 search results found

Mmdetection ⭐ 24,477

OpenMMLab Detection Toolbox and Benchmark

Fashion Mnist ⭐ 9,856

A MNIST-like fashion product database. Benchmark 👇

q - Run SQL directly on delimited files and multi-file sqlite databases

Uvloop ⭐ 9,355

Ultra fast asyncio event loop.

Web Frameworks ⭐ 6,675

Which is the fastest web framework?

Tianshou ⭐ 6,315

An elegant PyTorch deep reinforcement learning library.

OpenMMLab Computer Vision Foundation

Imagededup ⭐ 4,502

😎 Finding duplicate images made easy!

Ann Benchmarks ⭐ 3,677

Benchmarks of approximate nearest neighbor libraries in Python

Mmpose ⭐ 3,602

OpenMMLab Pose Estimation Toolbox and Benchmark.

An implementation of a deep learning recommendation model (DLRM)

中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard

Simple, online, and realtime tracking of multiple objects in a video sequence.

Mmaction2 ⭐ 3,169

OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark

Sequence modeling benchmarks and temporal convolutional networks

Python package for the evaluation of odometry and SLAM

10x faster matrix and vector operations

Yandex Tank ⭐ 2,292

Load and performance benchmark tool

Cnn Benchmarks ⭐ 2,247

Benchmarks for popular CNN models

Centertrack ⭐ 2,137

Simultaneous object detection and tracking using center points.

Benchm Ml ⭐ 1,839

A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).

Perfkitbenchmarker ⭐ 1,806

PerfKit Benchmarker (PKB) contains a set of benchmarks to measure and compare cloud offerings. The benchmarks use default settings to reflect what most users will see. PerfKit Benchmarker is licensed under the Apache 2 license terms. Please make sure to read, understand and agree to the terms of the LICENSE and CONTRIBUTING files before proceeding.

Rally ⭐ 1,784

Macrobenchmarking framework for Elasticsearch

Garage ⭐ 1,677

A toolkit for reproducible reinforcement learning research.

Training ⭐ 1,416

Reference implementations of MLPerf™ training benchmarks

Multi-class confusion matrix library in Python

Avalanche ⭐ 1,364

Avalanche: an End-to-End Library for Continual Learning based on PyTorch.

Deepmoji ⭐ 1,331

State-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc.

Py Motmetrics ⭐ 1,205

📊 Benchmark multiple object trackers (MOT) in Python

Benchmarks ⭐ 1,082

A benchmark framework for Tensorflow

Pytest Benchmark ⭐ 1,072

py.test fixture for benchmarking code

Slm Lab ⭐ 1,052

Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".

Django Cachalot ⭐ 1,037

No effort, no worry, maximum performance.

Fuzzbench ⭐ 927

FuzzBench - Fuzzer benchmarking as a service.

Bottleneck ⭐ 902

Fast NumPy array functions written in C

Computational framework for reinforcement learning in traffic control

Inference ⭐ 873

Reference implementations of MLPerf™ inference benchmarks

A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.

SMAC: The StarCraft Multi-Agent Challenge

Performance Benchmark of top Github languages

Durable Rules Engine

Airspeed Velocity: A simple Python benchmarking tool with web-based reporting

Medmnist ⭐ 764

[pip install medmnist] 18 MNIST-like Datasets for 2D and 3D Biomedical Image Classification

Pyperformance ⭐ 716

Python Performance Benchmark Suite

PMLB: A large, curated repository of benchmark datasets for evaluating supervised machine learning algorithms.

Meta Dataset ⭐ 679

A dataset of datasets for learning to learn from few examples

Torchmoji ⭐ 678

😇A pyTorch implementation of the DeepMoji model: state-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc

Py Frameworks Bench ⭐ 663

Another benchmark for some python frameworks

Mimic3 Benchmarks ⭐ 661

Python suite to construct benchmark machine learning datasets from the MIMIC-III 💊 clinical database.

Few Shot Object Detection ⭐ 648

Implementations of few-shot object detection benchmarks

Leaf: A Benchmark for Federated Settings

Benchmark ⭐ 615

TorchBench is a collection of open source benchmarks used to evaluate PyTorch performance.

Omnisafe ⭐ 604

OmniSafe is an infrastructural framework for accelerating SafeRL research.

Toolkit to run Python benchmarks

redis client for Python asyncio (has support for redis server, sentinel and cluster)

Fair_self_supervision_benchmark ⭐ 557

Scaling and Benchmarking Self-Supervised Visual Representation Learning

Pointtinybenchmark ⭐ 551

Point based and tiny object detection and localization code set of UCAS-VG

XTREME is a benchmark for the evaluation of the cross-lingual generalization ability of pre-trained multilingual models that covers 40 typologically diverse languages and includes nine tasks.

Adbench ⭐ 544

Official Implement of "ADBench: Anomaly Detection Benchmark".

Long Range Arena ⭐ 537

Long Range Arena for Benchmarking Efficient Transformers

Ciso8601 ⭐ 522

Fast ISO8601 date time parser for Python written in C

中文医疗信息处理基准CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark

Toolkit ⭐ 507

Official Python toolkit for generic object tracking benchmark GOT-10k and beyond

Monocular Depth Estimation Toolbox ⭐ 505

Monocular Depth Estimation Toolbox based on MMSegmentation.

Molecular Sets (MOSES): A Benchmarking Platform for Molecular Generation Models

Metaoptnet ⭐ 480

Meta-Learning with Differentiable Convex Optimization (CVPR 2019 Oral)

Torchgpipe ⭐ 479

A GPipe implementation in PyTorch

RNNLG is an open source benchmark toolkit for Natural Language Generation (NLG) in spoken dialogue system application domains. It is released by Tsung-Hsien (Shawn) Wen from Cambridge Dialogue Systems Group under Apache License 2.0.

Robustbench ⭐ 471

RobustBench: a standardized adversarial robustness benchmark [NeurIPS'21 Benchmarks and Datasets Track]

Convert_torch_to_pytorch ⭐ 463

Convert torch t7 model to pytorch model and source.

Codalab Competitions ⭐ 458

CodaLab Competitions

A machine learning benchmark of in-the-wild distribution shifts, with data loaders, evaluators, and default models.

PyAF is an Open Source Python library for Automatic Time Series Forecasting built on top of popular pydata modules.

Mother of All BCI Benchmarks

Sparse Blocks Networks

Tutorials ⭐ 415

Openmixup ⭐ 415

CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark

PHYRE is a benchmark for physical reasoning.

Completely Unscientific Benchmarks ⭐ 395

Naive performance comparison of a few programming languages (JavaScript, Kotlin, Rust, Swift, Nim, Python, Go, Haskell, D, C++, Java, C#, Object Pascal, Ada, Lua, Ruby)

Pdebench ⭐ 392

PDEBench: An Extensive Benchmark for Scientific Machine Learning

Scut Fbp5500 Database Release ⭐ 392

A diverse benchmark database for multi-paradigm facial beauty prediction

Pytorch Correlation Extension ⭐ 376

Custom implementation of Corrleation Module

Fai Pep ⭐ 374

Facebook AI Performance Evaluation Platform

Niid Bench ⭐ 371

Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)

DrQ: Data regularized Q

Word Embeddings Benchmarks ⭐ 368

Package for evaluating word embeddings

Deeperforensics 1.0 ⭐ 365

[CVPR 2020] A Large-Scale Dataset for Real-World Face Forgery Detection

Ptranking ⭐ 353

Learning to Rank in PyTorch

Paddlefleetx ⭐ 353

Paddle Distributed Training Examples. 飞桨分布式训练示例 Resnet Bert GPT MOE DataParallel ModelParallel PipelineParallel HybridParallel AutoParallel Zero Sharding Recompute GradientMerge Offload AMP DGC LocalSGD Wide&Deep

Tasks Assessing Protein Embeddings (TAPE), a set of five biologically relevant semi-supervised learning tasks spread across different domains of protein biology.

Fewclue ⭐ 347

FewCLUE 小样本学习测评基准，中文版

A storage layer for numeric data that changes over time

Source code of paper "[NIPS2017] Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model"

Benchmarking Keras Pytorch ⭐ 342

🔥 Reproducibly benchmarking Keras and PyTorch models

Internvideo ⭐ 337

InternVideo: General Video Foundation Models via Generative and Discriminative Learning (https://arxiv.org/abs/2212.03191)

Automlbenchmark ⭐ 335

OpenML AutoML Benchmarking Framework

[CVPR'19] 3D-SIS: 3D Semantic Instance Segmentation of RGB-D Scans

Opencv_zoo ⭐ 329

Model Zoo For OpenCV DNN and Benchmarks.

Retinamask ⭐ 323

MTEB: Massive Text Embedding Benchmark

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