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1,148 search results found

Mmdetection ⭐ 26,886

OpenMMLab Detection Toolbox and Benchmark

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

Fashion Mnist ⭐ 9,856

A MNIST-like fashion product database. Benchmark 👇

Uvloop ⭐ 9,780

Ultra fast asyncio event loop.

Tianshou ⭐ 7,125

An elegant PyTorch deep reinforcement learning library.

Mmsegmentation ⭐ 6,974

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

OpenMMLab Computer Vision Foundation

Imagededup ⭐ 4,789

😎 Finding duplicate images made easy!

Mmpose ⭐ 4,587

OpenMMLab Pose Estimation Toolbox and Benchmark.

Ann Benchmarks ⭐ 4,301

Benchmarks of approximate nearest neighbor libraries in Python

Mmaction2 ⭐ 3,647

OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark

An implementation of a deep learning recommendation model (DLRM)

Baichuan2 ⭐ 3,527

A series of large language models developed by Baichuan Intelligent Technology

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

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

Sequence modeling benchmarks and temporal convolutional networks

Python package for the evaluation of odometry and SLAM

Yandex Tank ⭐ 2,376

Load and performance benchmark tool

10x faster matrix and vector operations

Cnn Benchmarks ⭐ 2,247

Benchmarks for popular CNN models

Centertrack ⭐ 2,137

Simultaneous object detection and tracking using center points.

Rally ⭐ 1,862

Macrobenchmarking framework for Elasticsearch

Perfkitbenchmarker ⭐ 1,853

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.

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.).

Garage ⭐ 1,677

A toolkit for reproducible reinforcement learning research.

Promptbench ⭐ 1,655

A unified evaluation framework for large language models

Avalanche ⭐ 1,583

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

Training ⭐ 1,520

Reference implementations of MLPerf™ training benchmarks

Deepmoji ⭐ 1,462

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

Multi-class confusion matrix library in Python

Logparser ⭐ 1,358

A machine learning toolkit for log parsing [ICSE'19, DSN'16]

Py Motmetrics ⭐ 1,281

📊 Benchmark multiple object trackers (MOT) in Python

Pytest Benchmark ⭐ 1,153

py.test fixture for benchmarking code

Django Cachalot ⭐ 1,114

No effort, no worry, maximum performance.

Benchmarks ⭐ 1,108

A benchmark framework for Tensorflow

Slm Lab ⭐ 1,052

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

Fuzzbench ⭐ 1,023

FuzzBench - Fuzzer benchmarking as a service.

Inference ⭐ 1,003

Reference implementations of MLPerf™ inference benchmarks

MTEB: Massive Text Embedding Benchmark

Tracking Any Point (TAP)

Medmnist ⭐ 903

[pip install medmnist] 18x Standardized Datasets for 2D and 3D Biomedical Image Classification

Computational framework for reinforcement learning in traffic control

Torchmoji ⭐ 882

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

SMAC: The StarCraft Multi-Agent Challenge

Performance Benchmark of top Github languages

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

Pyperformance ⭐ 786

Python Performance Benchmark Suite

Durable Rules Engine

Benchmark ⭐ 737

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

Internvideo ⭐ 736

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

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

Meta Dataset ⭐ 679

A dataset of datasets for learning to learn from few examples

Toolkit to run Python benchmarks

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

Long Range Arena ⭐ 635

Long Range Arena for Benchmarking Efficient Transformers

Leaf: A Benchmark for Federated Settings

Adbench ⭐ 609

Official Implement of "ADBench: Anomaly Detection Benchmark".

Evalplus ⭐ 605

EvalPlus for rigourous evaluation of LLM-synthesized code

Fastrag ⭐ 591

Efficient Retrieval Augmentation and Generation Framework

Robustbench ⭐ 566

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

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

Ciso8601 ⭐ 552

Fast ISO8601 date time parser for Python written in C

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.

Mother of All BCI Benchmarks

Openmixup ⭐ 538

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

Pdebench ⭐ 522

PDEBench: An Extensive Benchmark for Scientific Machine Learning

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.

Codalab Competitions ⭐ 480

CodaLab Competitions

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.

Opencv_zoo ⭐ 471

Model Zoo For OpenCV DNN and Benchmarks.

Niid Bench ⭐ 463

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

Convert_torch_to_pytorch ⭐ 463

Convert torch t7 model to pytorch model and source.

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

Openstl ⭐ 450

OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning

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

Langtest ⭐ 430

Deliver safe & effective language models

Tutorials ⭐ 415

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)

Scut Fbp5500 Database Release ⭐ 392

A diverse benchmark database for multi-paradigm facial beauty prediction

Serialization library written in C++17 - Pack C++ structs into a compact byte-array without any macros or boilerplate code

Pytorch Correlation Extension ⭐ 385

Custom implementation of Corrleation Module

Fai Pep ⭐ 378

Facebook AI Performance Evaluation Platform

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

Robohive ⭐ 360

A unified framework for robot learning

Ptranking ⭐ 353

Learning to Rank in PyTorch

Leaderboard ⭐ 351

SpeechIO Leaderboard: a large, robust, comprehensive, benchmarking platform for Automatic Speech Recognition.

Automlbenchmark ⭐ 350

OpenML AutoML Benchmarking Framework

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

Fedscale ⭐ 347

FedScale is a scalable and extensible open-source federated learning (FL) platform.

A storage layer for numeric data that changes over time

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