| Data-Juicer: A One-Stop Data Processing System for Large Language Models | Sep 5, 2023 | Distributed Computing | CodeCode Available | 5 | 5 |
| BigDL 2.0: Seamless Scaling of AI Pipelines from Laptops to Distributed Cluster | Apr 3, 2022 | AutoMLDistributed Computing | CodeCode Available | 5 | 5 |
| MMLSpark: Unifying Machine Learning Ecosystems at Massive Scales | Oct 20, 2018 | BIG-bench Machine LearningDistributed Computing | CodeCode Available | 3 | 5 |
| Flexible and Scalable Deep Learning with MMLSpark | Apr 11, 2018 | Deep LearningDistributed Computing | CodeCode Available | 3 | 5 |
| A Survey on Inference Optimization Techniques for Mixture of Experts Models | Dec 18, 2024 | Computational EfficiencyDistributed Computing | CodeCode Available | 3 | 5 |
| Fiber: A Platform for Efficient Development and Distributed Training for Reinforcement Learning and Population-Based Methods | Mar 25, 2020 | Distributed ComputingReinforcement Learning | CodeCode Available | 2 | 5 |
| FedML: A Research Library and Benchmark for Federated Machine Learning | Jul 27, 2020 | BIG-bench Machine LearningDistributed Computing | CodeCode Available | 2 | 5 |
| Hoplite: Efficient and Fault-Tolerant Collective Communication for Task-Based Distributed Systems | Feb 13, 2020 | Distributed Computingreinforcement-learning | CodeCode Available | 1 | 5 |
| LBCF: A Large-Scale Budget-Constrained Causal Forest Algorithm | Jan 29, 2022 | Distributed ComputingMarketing | CodeCode Available | 1 | 5 |
| MCDS: AI Augmented Workflow Scheduling in Mobile Edge Cloud Computing Systems | Dec 14, 2021 | Cloud ComputingDistributed Computing | CodeCode Available | 1 | 5 |
| Graph Convolution Based Efficient Re-Ranking for Visual Retrieval | Jun 15, 2023 | Distributed ComputingImage Retrieval | CodeCode Available | 1 | 5 |
| Optuna: A Next-generation Hyperparameter Optimization Framework | Jul 25, 2019 | Distributed ComputingHyperparameter Optimization | CodeCode Available | 1 | 5 |
| Large-scale Neural Solvers for Partial Differential Equations | Sep 8, 2020 | Distributed Computing | CodeCode Available | 1 | 5 |
| Binary Bleed: Fast Distributed and Parallel Method for Automatic Model Selection | Jul 26, 2024 | Dimensionality ReductionDistributed Computing | CodeCode Available | 1 | 5 |
| Evolutionary Neural AutoML for Deep Learning | Feb 18, 2019 | AutoMLDeep Learning | CodeCode Available | 1 | 5 |
| Distributed Multi-Agent Reinforcement Learning with One-hop Neighbors and Compute Straggler Mitigation | Feb 18, 2022 | Distributed ComputingMulti-agent Reinforcement Learning | CodeCode Available | 1 | 5 |
| Distributed Deep Neural Networks over the Cloud, the Edge and End Devices | Sep 6, 2017 | Distributed ComputingObject Recognition | CodeCode Available | 1 | 5 |
| Scalable Agent-Based Modeling for Complex Financial Market Simulations | Dec 22, 2023 | Decision MakingDistributed Computing | CodeCode Available | 1 | 5 |
| A System for Massively Parallel Hyperparameter Tuning | Oct 13, 2018 | BIG-bench Machine LearningDistributed Computing | CodeCode Available | 1 | 5 |
| FoV-NeRF: Foveated Neural Radiance Fields for Virtual Reality | Mar 30, 2021 | Distributed ComputingNeRF | CodeCode Available | 1 | 5 |
| Distributed LLMs and Multimodal Large Language Models: A Survey on Advances, Challenges, and Future Directions | Mar 20, 2025 | 2D Object DetectionDistributed Computing | CodeCode Available | 1 | 5 |
| Sky Computing: Accelerating Geo-distributed Computing in Federated Learning | Feb 24, 2022 | Distributed ComputingFederated Learning | CodeCode Available | 1 | 5 |
| MALib: A Parallel Framework for Population-based Multi-agent Reinforcement Learning | Jun 5, 2021 | Atari GamesCPU | CodeCode Available | 1 | 5 |
| FlexModel: A Framework for Interpretability of Distributed Large Language Models | Dec 5, 2023 | Distributed ComputingGPU | CodeCode Available | 1 | 5 |
| fseval: A Benchmarking Framework for Feature Selection and Feature Ranking Algorithms | Nov 23, 2022 | Automated Feature EngineeringBenchmarking | CodeCode Available | 1 | 5 |
| PeersimGym: An Environment for Solving the Task Offloading Problem with Reinforcement Learning | Mar 26, 2024 | Deep Reinforcement LearningDistributed Computing | CodeCode Available | 1 | 5 |
| Lockdown: Backdoor Defense for Federated Learning with Isolated Subspace Training | Sep 21, 2023 | backdoor defenseDistributed Computing | CodeCode Available | 1 | 5 |
| Lockdown: Backdoor Defense for Federated Learning with Isolated Subspace Training | Sep 21, 2023 | backdoor defenseDistributed Computing | CodeCode Available | 1 | 5 |
| MANGO: A Python Library for Parallel Hyperparameter Tuning | May 22, 2020 | Bayesian OptimizationBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Improving Response Time of Home IoT Services in Federated Learning | Feb 28, 2022 | Distributed ComputingFederated Learning | CodeCode Available | 0 | 5 |
| Hulk: Graph Neural Networks for Optimizing Regionally Distributed Computing Systems | Feb 27, 2023 | Distributed ComputingGraph Neural Network | CodeCode Available | 0 | 5 |
| Iterative Distributed Multinomial Regression | Dec 2, 2024 | Computational EfficiencyDistributed Computing | CodeCode Available | 0 | 5 |
| HeterPS: Distributed Deep Learning With Reinforcement Learning Based Scheduling in Heterogeneous Environments | Nov 20, 2021 | Distributed Computingreinforcement-learning | CodeCode Available | 0 | 5 |
| Vector operations for accelerating expensive Bayesian computations -- a tutorial guide | Feb 25, 2019 | Distributed Computing | CodeCode Available | 0 | 5 |
| Gaussian Ensemble Belief Propagation for Efficient Inference in High-Dimensional Systems | Feb 13, 2024 | Computational EfficiencyDistributed Computing | CodeCode Available | 0 | 5 |
| Generalized Robust Bayesian Committee Machine for Large-scale Gaussian Process Regression | Jun 3, 2018 | Distributed Computingregression | CodeCode Available | 0 | 5 |
| Asynchronous and Distributed Data Augmentation for Massive Data Settings | Sep 18, 2021 | Bayesian InferenceData Augmentation | CodeCode Available | 0 | 5 |
| FleetX | Dec 6, 2021 | CPUDistributed Computing | CodeCode Available | 0 | 5 |
| Encoding Cryptographic Functions to SAT Using Transalg System | Jul 4, 2016 | CryptanalysisDistributed Computing | CodeCode Available | 0 | 5 |
| Distributed Mixture-of-Agents for Edge Inference with Large Language Models | Dec 30, 2024 | Collaborative InferenceDistributed Computing | CodeCode Available | 0 | 5 |
| Energy-Efficient Edge-Facilitated Wireless Collaborative Computing using Map-Reduce | Mar 6, 2019 | Distributed Computing | CodeCode Available | 0 | 5 |
| Distributed bundle adjustment with block-based sparse matrix compression for super large scale datasets | Jul 17, 2023 | Distributed Computing | CodeCode Available | 0 | 5 |
| Distributed Bayesian Matrix Decomposition for Big Data Mining and Clustering | Feb 10, 2020 | ClusteringDistributed Computing | CodeCode Available | 0 | 5 |
| Distributed computing for physics-based data-driven reduced modeling at scale: Application to a rotating detonation rocket engine | Jul 13, 2024 | Distributed Computing | CodeCode Available | 0 | 5 |
| Easily parallelizable and distributable class of algorithms for structured sparsity, with optimal acceleration | Feb 21, 2017 | Distributed Computing | CodeCode Available | 0 | 5 |
| Efficient MPI-based Communication for GPU-Accelerated Dask Applications | Jan 21, 2021 | BlockingCPU | CodeCode Available | 0 | 5 |
| DINGO: Distributed Newton-Type Method for Gradient-Norm Optimization | Jan 16, 2019 | Distributed ComputingVocal Bursts Type Prediction | CodeCode Available | 0 | 5 |
| Communication-Efficient Distributed SVD via Local Power Iterations | Feb 19, 2020 | Distributed Computing | CodeCode Available | 0 | 5 |
| Communication-Efficient Federated Linear and Deep Generalized Canonical Correlation Analysis | Sep 25, 2021 | Distributed ComputingDistributed Optimization | CodeCode Available | 0 | 5 |
| Cooperative Coevolution for Non-Separable Large-Scale Black-Box Optimization: Convergence Analyses and Distributed Accelerations | Apr 11, 2023 | CPUDistributed Computing | CodeCode Available | 0 | 5 |
