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The Top 23 Machine Learning Benchmarking Open Source Projects

Open source projects categorized as Machine Learning Benchmarking
Categories > Software Performance > Benchmarking
Categories > Machine Learning > Machine Learning
Cleverhans ⭐ 6,068
An adversarial example library for constructing attacks, building defenses, and benchmarking both
dependent packages 4total releases 6most recent commit a month agopypi cleverhans} Downloads
Merlion ⭐ 3,179
Merlion: A Machine Learning Framework for Time Series Intelligence
dependent packages 3total releases 18most recent commit 7 months agopypi salesforce-merlion} Downloads
Advertorch ⭐ 1,267
A Toolbox for Adversarial Robustness Research
dependent packages 2total releases 10most recent commit 7 months agopypi advertorch} Downloads
Orion ⭐ 962
A machine learning library for detecting anomalies in signals.
dependent packages 1total releases 39most recent commit 9 days agopypi orion-ml} Downloads
Elki ⭐ 746
ELKI Data Mining Toolkit
dependent packages 7total releases 3most recent commit 7 months ago
Moses ⭐ 730
Molecular Sets (MOSES): A Benchmarking Platform for Molecular Generation Models
most recent commit 5 months ago
Rliable ⭐ 588
[NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.
dependent packages 5total releases 9most recent commit a year agopypi rliable} Downloads
Pygraft ⭐ 553
Configurable Generation of Synthetic Schemas and Knowledge Graphs at Your Fingertips
most recent commit 3 months ago
Kd_lib ⭐ 476
A Pytorch Knowledge Distillation library for benchmarking and extending works in the domains of Knowledge Distillation, Pruning, and Quantization.
total releases 8most recent commit a year ago
Powerful Benchmarker ⭐ 426
A library for ML benchmarking. It's powerful.
total releases 34most recent commit 3 months ago
Genrl ⭐ 375
A PyTorch reinforcement learning library for generalizable and reproducible algorithm implementations with an aim to improve accessibility in RL
total releases 4most recent commit 2 years ago
Automlbenchmark ⭐ 350
OpenML AutoML Benchmarking Framework
total releases 1most recent commit 6 months ago
Bark ⭐ 265
Open-Source Framework for Development, Simulation and Benchmarking of Behavior Planning Algorithms for Autonomous Driving
dependent packages 1total releases 48most recent commit 3 months agopypi bark-simulator} Downloads
Logai ⭐ 246
LogAI - An open-source library for log analytics and intelligence
most recent commit 8 months ago
Carla ⭐ 216
CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms
total releases 2most recent commit a year ago
Ferret ⭐ 199
A python package for benchmarking interpretability techniques on Transformers.
total releases 11most recent commit 3 months ago
Sklearn Benchmarks ⭐ 190
A centralized repository to report scikit-learn model performance across a variety of parameter settings and data sets.
most recent commit 6 years ago
Label Errors ⭐ 176
🛠️ Corrected Test Sets for ImageNet, MNIST, CIFAR, Caltech-256, QuickDraw, IMDB, Amazon Reviews, 20News, and AudioSet
most recent commit a year ago
Evademl Zoo ⭐ 168
Benchmarking and Visualization Tool for Adversarial Machine Learning
most recent commit a year ago
Gnn Fakenews ⭐ 136
A collection of GNN-based fake news detection models.
most recent commit 2 years ago
Flexs ⭐ 112
Fitness landscape exploration sandbox for biological sequence design.
total releases 9most recent commit a year ago
Clgen ⭐ 97
Deep learning program generator
most recent commit 4 months ago
Openml R ⭐ 90
R package to interface with OpenML
dependent packages 3total releases 11most recent commit a year ago
The 10 Most Depended On Machine Learning Benchmarking Open Source Projects
Elki ⭐ 746
ELKI Data Mining Toolkit
dependent packages 7total releases 3latest release February 15, 2019most recent commit 7 months ago
Rliable ⭐ 588
[NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.
dependent packages 5total releases 9latest release June 22, 2022most recent commit a year agopypi rliable} Downloads
Cleverhans ⭐ 6,068
An adversarial example library for constructing attacks, building defenses, and benchmarking both
dependent packages 4total releases 6latest release July 24, 2021most recent commit a month agopypi cleverhans} Downloads
Openml R ⭐ 90
R package to interface with OpenML
dependent packages 3total releases 11latest release September 21, 2019most recent commit a year ago
Merlion ⭐ 3,179
Merlion: A Machine Learning Framework for Time Series Intelligence
dependent packages 3total releases 18latest release June 28, 2022most recent commit 7 months agopypi salesforce-merlion} Downloads
Advertorch ⭐ 1,267
A Toolbox for Adversarial Robustness Research
dependent packages 2total releases 10latest release June 15, 2020most recent commit 7 months agopypi advertorch} Downloads
Clustering Benchmarks ⭐ 28
A framework for benchmarking clustering algorithms
dependent packages 1total releases 3latest release October 19, 2023most recent commit 4 months agopypi clustering-benchmarks} Downloads
Bark ⭐ 265
Open-Source Framework for Development, Simulation and Benchmarking of Behavior Planning Algorithms for Autonomous Driving
dependent packages 1total releases 48latest release April 10, 2022most recent commit 3 months agopypi bark-simulator} Downloads
Orion ⭐ 962
A machine learning library for detecting anomalies in signals.
dependent packages 1total releases 39latest release November 10, 2023most recent commit 9 days agopypi orion-ml} Downloads
Tspred ⭐ 11
TSPred Package for R : Framework for Nonstationary Time Series Prediction
dependent packages 1total releases 7latest release January 09, 2021most recent commit 3 years ago
The 10 Latest Releases In Machine Learning Benchmarking Open Source Projects
Immuneml ⭐ 53
immuneML is a platform for machine learning analysis of adaptive immune receptor repertoire data.
total releases 28latest release November 14, 2023most recent commit 4 months ago
Orion ⭐ 962
A machine learning library for detecting anomalies in signals.
dependent packages 1total releases 39latest release November 10, 2023most recent commit 9 days agopypi orion-ml} Downloads
Clustering Benchmarks ⭐ 28
A framework for benchmarking clustering algorithms
dependent packages 1total releases 3latest release October 19, 2023most recent commit 4 months agopypi clustering-benchmarks} Downloads
Automlbenchmark ⭐ 350
OpenML AutoML Benchmarking Framework
total releases 1latest release July 28, 2023most recent commit 6 months ago
Ferret ⭐ 199
A python package for benchmarking interpretability techniques on Transformers.
total releases 11latest release December 27, 2022most recent commit 3 months ago
Fseval ⭐ 13
Benchmarking framework for Feature Selection and Feature Ranking algorithms 🚀
total releases 12latest release November 21, 2022most recent commit a year ago
Merlion ⭐ 3,179
Merlion: A Machine Learning Framework for Time Series Intelligence
dependent packages 3total releases 18latest release June 28, 2022most recent commit 7 months agopypi salesforce-merlion} Downloads
Rliable ⭐ 588
[NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.
dependent packages 5total releases 9latest release June 22, 2022most recent commit a year agopypi rliable} Downloads
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