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The Top 23 Deep Learning Benchmark Open Source Projects

Open source projects categorized as Deep Learning Benchmark
Categories > Machine Learning > Deep Learning
Awesome Semantic Segmentation ⭐ 10,278
🤘 awesome-semantic-segmentation
most recent commit 3 years ago
Fashion Mnist ⭐ 9,856
A MNIST-like fashion product database. Benchmark 👇
most recent commit 2 years ago
Mmaction2 ⭐ 3,647
OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark
dependent packages 1total releases 28most recent commit 3 months agopypi mmaction2} Downloads
Benchmark_results ⭐ 2,992
Visual Tracking Paper List
most recent commit 4 years ago
Benchmarking Gnns ⭐ 2,196
Repository for benchmarking graph neural networks
most recent commit 10 months ago
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.).
most recent commit 2 years ago
Fast Deep Equal ⭐ 1,755
The fastest deep equality check with Date, RegExp and ES6 Map, Set and typed arrays support
dependent packages 3,877total releases 14most recent commit 6 months agonpm fast-deep-equal} Downloads
Avalanche ⭐ 1,583
Avalanche: an End-to-End Library for Continual Learning based on PyTorch.
dependent packages 1total releases 6most recent commit 3 months agopypi avalanche-lib} Downloads
Deepmoji ⭐ 1,462
State-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc.
most recent commit 7 months ago
Pycm ⭐ 1,413
Multi-class confusion matrix library in Python
dependent packages 13total releases 44most recent commit 3 months agopypi pycm} Downloads
Beir ⭐ 1,332
A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.
dependent packages 8total releases 29most recent commit a month agopypi beir} Downloads
Dequal ⭐ 1,233
A tiny (304B to 489B) utility to check for deep equality
dependent packages 354total releases 7most recent commit 3 months agonpm dequal} Downloads
Slm Lab ⭐ 1,052
Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".
most recent commit 2 years ago
Medmnist ⭐ 903
[pip install medmnist] 18x Standardized Datasets for 2D and 3D Biomedical Image Classification
total releases 7most recent commit 3 months ago
Tapnet ⭐ 903
Tracking Any Point (TAP)
most recent commit 3 months ago
Tdc ⭐ 889
Therapeutics Data Commons: Artificial Intelligence Foundation for Therapeutic Science
dependent packages 4total releases 32most recent commit 4 months agopypi PyTDC} Downloads
Torchmoji ⭐ 882
😇A pyTorch implementation of the DeepMoji model: state-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc
most recent commit 9 months ago
Aoe ⭐ 847
AoE (AI on Edge，终端智能，边缘计算) 是一个终端侧AI集成运行时环境 (IRE)，帮助开发者提升效率。
total releases 4most recent commit a year ago
Omnisafe ⭐ 831
OmniSafe is an infrastructural framework for accelerating SafeRL research.
total releases 8most recent commit 10 days ago
Bolt ⭐ 823
Bolt is a deep learning library with high performance and heterogeneous flexibility.
most recent commit 10 months ago
Awesome Industrial Anomaly Detection ⭐ 670
Paper list and datasets for industrial image anomaly/defect detection (updating). 工业异常/瑕疵检测论文及数据集检索库(持续更新)。
most recent commit 3 months ago
Mimic3 Benchmarks ⭐ 661
Python suite to construct benchmark machine learning datasets from the MIMIC-III 💊 clinical database.
most recent commit a year ago
Long Range Arena ⭐ 635
Long Range Arena for Benchmarking Efficient Transformers
most recent commit 4 months ago
The 10 Most Depended On Deep Learning Benchmark Open Source Projects
Fast Deep Equal ⭐ 1,755
The fastest deep equality check with Date, RegExp and ES6 Map, Set and typed arrays support
dependent packages 3,877total releases 14latest release June 08, 2020most recent commit 6 months agonpm fast-deep-equal} Downloads
Get Value ⭐ 177
Use property paths (`a.b.c`) get a nested value from an object.
dependent packages 1,224total releases 33latest release March 07, 2018most recent commit 4 years agonpm get-value} Downloads
Dequal ⭐ 1,233
A tiny (304B to 489B) utility to check for deep equality
dependent packages 354total releases 7latest release July 11, 2022most recent commit 3 months agonpm dequal} Downloads
Fast Equals ⭐ 393
A blazing fast equality comparison, either shallow or deep
dependent packages 271total releases 49latest release March 18, 2023most recent commit 6 months agonpm fast-equals} Downloads
Clean Set ⭐ 141
A deep assignment alternative to the object spread operator and Object.assign
dependent packages 16total releases 5latest release May 15, 2020most recent commit 4 years agonpm clean-set} Downloads
Pycm ⭐ 1,413
Multi-class confusion matrix library in Python
dependent packages 13total releases 44latest release June 07, 2023most recent commit 3 months agopypi pycm} Downloads
Deep Copy ⭐ 6
faster deep copy for json data
dependent packages 11total releases 17latest release August 31, 2023most recent commit 8 months agonpm json-deep-copy} Downloads
Beir ⭐ 1,332
A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.
dependent packages 8total releases 29latest release July 21, 2023most recent commit a month agopypi beir} Downloads
Tdc ⭐ 889
Therapeutics Data Commons: Artificial Intelligence Foundation for Therapeutic Science
dependent packages 4total releases 32latest release January 27, 2023most recent commit 4 months agopypi PyTDC} Downloads
The 10 Latest Releases In Deep Learning Benchmark Open Source Projects
Dance ⭐ 284
DANCE: A Deep Learning Library and Benchmark Platform for Single-Cell Analysis
total releases 4latest release December 04, 2023most recent commit 3 months ago
Mmaction2 ⭐ 3,647
OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark
dependent packages 1total releases 28latest release October 12, 2023most recent commit 3 months agopypi mmaction2} Downloads
Deep Copy ⭐ 6
faster deep copy for json data
dependent packages 11total releases 17latest release August 31, 2023most recent commit 8 months agonpm json-deep-copy} Downloads
Pdebench ⭐ 522
PDEBench: An Extensive Benchmark for Scientific Machine Learning
total releases 1latest release August 25, 2023most recent commit 5 months ago
Medmnist ⭐ 903
[pip install medmnist] 18x Standardized Datasets for 2D and 3D Biomedical Image Classification
total releases 7latest release August 17, 2023most recent commit 3 months ago
Pytorch Benchmark ⭐ 47
Easily benchmark PyTorch model FLOPs, latency, throughput, allocated gpu memory and energy consumption
dependent packages 1total releases 11latest release August 10, 2023most recent commit 8 months agopypi pytorch-benchmark} Downloads
Adbench ⭐ 609
Official Implement of "ADBench: Anomaly Detection Benchmark".
total releases 16latest release August 02, 2023most recent commit 9 months ago
Avalanche ⭐ 1,583
Avalanche: an End-to-End Library for Continual Learning based on PyTorch.
dependent packages 1total releases 6latest release July 28, 2023most recent commit 3 months agopypi avalanche-lib} Downloads
Beir ⭐ 1,332
A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.
dependent packages 8total releases 29latest release July 21, 2023most recent commit a month agopypi beir} Downloads
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