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55 search results found

Cleverhans ⭐ 6,068

An adversarial example library for constructing attacks, building defenses, and benchmarking both

Merlion ⭐ 3,179

Merlion: A Machine Learning Framework for Time Series Intelligence

Advertorch ⭐ 1,271

A Toolbox for Adversarial Robustness Research

A machine learning library for detecting anomalies in signals.

ELKI Data Mining Toolkit

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

Rliable ⭐ 588

[NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.

Pygraft ⭐ 553

Configurable Generation of Synthetic Schemas and Knowledge Graphs at Your Fingertips

A Pytorch Knowledge Distillation library for benchmarking and extending works in the domains of Knowledge Distillation, Pruning, and Quantization.

Powerful Benchmarker ⭐ 426

A library for ML benchmarking. It's powerful.

A PyTorch reinforcement learning library for generalizable and reproducible algorithm implementations with an aim to improve accessibility in RL

Automlbenchmark ⭐ 350

OpenML AutoML Benchmarking Framework

Open-Source Framework for Development, Simulation and Benchmarking of Behavior Planning Algorithms for Autonomous Driving

LogAI - An open-source library for log analytics and intelligence

CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms

A python package for benchmarking interpretability techniques on Transformers.

Sklearn Benchmarks ⭐ 190

A centralized repository to report scikit-learn model performance across a variety of parameter settings and data sets.

Label Errors ⭐ 176

🛠️ Corrected Test Sets for ImageNet, MNIST, CIFAR, Caltech-256, QuickDraw, IMDB, Amazon Reviews, 20News, and AudioSet

Evademl Zoo ⭐ 168

Benchmarking and Visualization Tool for Adversarial Machine Learning

Gnn Fakenews ⭐ 136

A collection of GNN-based fake news detection models.

Fitness landscape exploration sandbox for biological sequence design.

Deep learning program generator

Openml R ⭐ 90

R package to interface with OpenML

Enso: An Open Source Library for Benchmarking Embeddings + Transfer Learning Methods

Benchmarks ⭐ 78

Machine Learning Benchmark Scripts

Olympus: a benchmarking framework for noisy optimization and experiment planning

Immuneml ⭐ 53

immuneML is a platform for machine learning analysis of adaptive immune receptor repertoire data.

Benchpress ⭐ 52

A Snakemake workflow to run and benchmark structure learning (a.k.a. causal discovery) algorithms for probabilistic graphical models.

Benchmarkstt ⭐ 48

Open Source AI Benchmarking toolkit for benchmarking speech to text services

Ml For Resource Allocation ⭐ 44

Machine Learning for Dynamic Resource Allocation in Network Function Virtualization

Ck Crowdtuning ⭐ 34

Collective Knowledge crowd-tuning extension to let users crowdsource their experiments (using portable Collective Knowledge workflows) such as performance benchmarking, auto tuning and machine learning across diverse platforms with Linux, Windows, MacOS and Android provided by volunteers. Demo of DNN crowd-benchmarking and crowd-tuning:

NitroML is a modular, portable, and scalable model-quality benchmarking framework for Machine Learning and Automated Machine Learning (AutoML) pipelines.

Benchmarking And Mli Experiments On The Adult Dataset ⭐ 32

Contains benchmarking and interpretability experiments on the Adult dataset using several libraries

Tigercontrol ⭐ 31

Google AI Princeton control framework

Crowdsource Video Experiments On Android ⭐ 31

Crowdsourcing video experiments (such as collaborative benchmarking and optimization of DNN algorithms) using Collective Knowledge Framework across diverse Android devices provided by volunteers. Results are continuously aggregated in the open repository:

Jotai Benchmarks ⭐ 30

Collection of executable benchmarks

Waf Brain ⭐ 30

Machine Learning WAF Based

Bci_toolbox ⭐ 29

Classification toolbox for ERP and SSVEP based BCI data

Clustering Benchmarks ⭐ 28

A framework for benchmarking clustering algorithms

Pathbench ⭐ 25

Motion Planning Platform for classic and machine learning-based algorithms.

Benchmarking ⭐ 21

📊 Results from the reproducibility and benchmarking studies presented in "Bringing Light Into the Dark: A Large-scale Evaluation of Knowledge Graph Embedding Models Under a Unified Framework" (http://arxiv.org/abs/2006.13365)

Tsml Eval ⭐ 20

Evaluation tools for time series machine learning algorithms.

Rlsbench ⭐ 20

Code and results accompanying our paper titled RLSbench: Domain Adaptation under Relaxed Label Shift

Aptattribution ⭐ 19

Code for Benchmarking two ML Approaches performing Authorship Attribution

A Python library for end-to-end learning on surfaces. It implements pre-processing functions that include geodesic algorithms, neural network layers that operate on surfaces, visualization tools and benchmarking functionalities.

Reproducible Video Denoising State Of The Art ⭐ 15

Collection of popular and reproducible video denoising works.

Benchmarking framework for Feature Selection and Feature Ranking algorithms 🚀

Ilpc2022 ⭐ 13

🏅 KG Inductive Link Prediction Challenge (ILPC) 2022

Sdmbench ⭐ 13

Benchmarking Species Distribution Models

TSPred Package for R : Framework for Nonstationary Time Series Prediction

Lepiszcze ⭐ 11

This is the way: designing and compiling LEPISZCZE, a comprehensive NLP benchmark for Polish

Pathway Forte ⭐ 10

A Python package for benchmarking pathway database with functional enrichment and classification methods

Vast.ai Tools ⭐ 9

Collection of tools for the vast.ai service

Matching With Gans ⭐ 7

Matching in GAN latent space for better bias benchmarking and semantic image editing. 👶🏻🧒🏾👩🏼‍🦰👱🏽‍♂️👴🏾

Benchmarking and optimising algorithms in Go for machine learning and large data sets

The benchmark platform for power networks

Benchmark_harness ⭐ 6

RogueZero a ML benchmarking tool

News: we have moved this code to the CK framework:

S4tf Benchmark ⭐ 5

Benchmarking S4TF models against Keras+TF and PyTorch models.

Doddle Benchmark ⭐ 5

🍬 Benchmarking doddle-model

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