Alternatives and similar repositories for sigoptlite

Users that are interested in sigoptlite are comparing it to the libraries listed below

• ernie55ernie / Introduction-to-NICT-Darknet-Dataset-2022
  This repository introduces the NICT Darknet Dataset 2022 https://csdataset.nict.go.jp/darknet-2022/
  ☆11Updated 2 years ago
• netsharecmu / NetShare
  (SIGCOMM '22) Practical GAN-based Synthetic IP Header Trace Generation using NetShare
  ☆94Updated 2 years ago
• ucbrise / hypersched
  Deadline-based hyperparameter tuning on RayTune.
  ☆32Updated 6 years ago
• kimihe / Falcon
  A computation-parallel deep learning architecture.
  ☆13Updated 6 years ago
• S-Lab-System-Group / Hydro
  Surrogate-based Hyperparameter Tuning System
  ☆28Updated 2 years ago
• UofT-EcoSystem / hfta
  Boost hardware utilization for ML training workloads via Inter-model Horizontal Fusion
  ☆32Updated last year
• vxxx03 / IFIPNetworking20
  ☆11Updated 5 years ago
• cisco-open / flame
  flame is a federated learning system for edge with flexibility and scalability at the core of its design.
  ☆61Updated 3 months ago
• epfml / powersgd
  Practical low-rank gradient compression for distributed optimization: https://arxiv.org/abs/1905.13727
  ☆149Updated last year
• WM-JayLab / NetBench
  Related code and datasets on NetBench: A Large-Scale and Comprehensive Network Traffic Benchmark Dataset for Foundation Models
  ☆35Updated last year
• msr-fiddle / dnn-partitioning
  ☆41Updated 5 years ago
• ptuls / MaxEntTM
  Code repository for "Spatiotemporal Traffic Matrix Synthesis", Paul Tune and Matthew Roughan, ACM SIGCOMM 2015, London, UK, August 2015.
  ☆15Updated 10 years ago
• SymbioticLab / ModelKeeper
  A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup
  ☆35Updated 3 years ago
• CausalSim / Unbiased-Trace-Driven-Simulation
  ☆37Updated 2 years ago
• TrusteeML / trustee
  This package implements the trustee framework to extract decision tree explanation from black-box ML models.
  ☆33Updated last year
• jinminhao / PANTS
  [Usenix Security '25] Robustifying ML-powered Network Classifiers with PANTS
  ☆20Updated 5 months ago
• SophiaLi06 / BytePS_THC
  THC: Accelerating Distributed Deep Learning Using Tensor Homomorphic Compression
  ☆20Updated last year
• google-research-datasets / tpu_graphs
  ☆129Updated last year
• lzhangbv / acpsgd
  [ICDCS 2023] Evaluation and Optimization of Gradient Compression for Distributed Deep Learning
  ☆10Updated 2 years ago
• Xtra-Computing / FedTree
  A tree-based federated learning system (MLSys 2023)
  ☆152Updated last year
• uw-mad-dash / Accordion
  Code for reproducing experiments performed for Accoridon
  ☆13Updated 4 years ago
• netiken / m3
  [ACM SIGCOMM 2024] "m3: Accurate Flow-Level Performance Estimation using Machine Learning" by Chenning Li, Arash Nasr-Esfahany, Kevin Zha…
  ☆25Updated last year
• SymbioticLab / Fluid
  A Generic Resource-Aware Hyperparameter Tuning Execution Engine
  ☆15Updated 4 years ago
• sands-lab / grace
  GRACE - GRAdient ComprEssion for distributed deep learning
  ☆139Updated last year
• netiken / m4
  [TBD] "m4: A Learned Flow-level Network Simulator" by Chenning Li, Anton A. Zabreyko, Om Chabra, Arash Nasr-Esfahany, Kevin Zhao, Pratees…
  ☆16Updated 2 months ago
• Siddhant-Ray / Network-Traffic-Transformer
  Network Traffic Transformer to learn network dynamics from packet traces. Learn fundamental dynamics with pre-training and fine-tune to m…
  ☆23Updated 2 years ago
• DS3Lab / DT-FM
  ☆94Updated 3 years ago
• stanford-futuredata / POP
  Code for "Solving Large-Scale Granular Resource Allocation Problems Efficiently with POP", which appeared at SOSP 2021
  ☆28Updated 4 years ago
• hku-systems / naspipe
  ☆14Updated 4 years ago
• ml-energy / leaderboard-v2
  A canonical source of GenAI energy benchmark and meausrements
  ☆50Updated 2 months ago