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@stanford-futuredata Future Data Systems

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    69 repositories

    • ColBERT

      Public
      ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23)
      Python
      •
      MIT License
      •389•3.1k•77•18•Updated Nov 18, 2024Nov 18, 2024

    • ARES

      Public
      Automated Evaluation of RAG Systems
      Python
      •
      Apache License 2.0
      •53•487•10•2•Updated Nov 4, 2024Nov 4, 2024

    • FrugalGPT

      Public
      FrugalGPT: better quality and lower cost for LLM applications
      Jupyter Notebook
      •
      Apache License 2.0
      •21•187•3•0•Updated Sep 19, 2024Sep 19, 2024

    • stk

      Public
      Python
      •
      Apache License 2.0
      •20•90•2•1•Updated Aug 26, 2024Aug 26, 2024

    • gavel

      Public
      Code for "Heterogenity-Aware Cluster Scheduling Policies for Deep Learning Workloads", which appeared at OSDI 2020
      Jupyter Notebook
      •
      MIT License
      •31•125•8•2•Updated Jul 25, 2024Jul 25, 2024

    • InQuest

      Public
      Accelerating Aggregation Queries on Unstructured Streams of Data
      Python
      •2•7•1•0•Updated Apr 18, 2024Apr 18, 2024

    • Megatron-LM

      Public
      Ongoing research training transformer models at scale
      Python
      •
      Other
      •2.4k•33•0•2•Updated Jan 19, 2024Jan 19, 2024

    • tasti

      Public
      Semantic Indexes for Machine Learning-based Queries over Unstructured Data (SIGMOD 2022)
      Python
      •5•15•0•0•Updated Jan 17, 2024Jan 17, 2024

    • omg

      Public
      Python
      •
      Apache License 2.0
      •3•20•0•0•Updated Sep 20, 2023Sep 20, 2023

    • abae

      Public
      Accelerating Approximate Aggregation Queries with Expensive Predicates (VLDB 21)
      Python
      •1•3•0•0•Updated Sep 20, 2023Sep 20, 2023

    • FAST

      Public
      End-to-end earthquake detection pipeline via efficient time series similarity search
      time-seriesearthquakesminhash-lsh-algorithmsimilarity-search
      Jupyter Notebook
      •
      Apache License 2.0
      •56•145•12•1•Updated Jul 6, 2023Jul 6, 2023

    • Willump

      Public
      Willump Is a Low-Latency Useful Machine learning Platform.
      Python
      •
      MIT License
      •8•43•0•1•Updated Mar 24, 2023Mar 24, 2023

    • pop-ncflow

      Public
      Code for POP (SOSP 2021) and NCFlow (NSDI 2021)
      Jupyter Notebook
      •12•0•0•0•Updated Mar 7, 2023Mar 7, 2023

    • macrobase

      Public
      MacroBase: A Search Engine for Fast Data
      Java
      •
      Apache License 2.0
      •126•661•20•12•Updated Dec 14, 2022Dec 14, 2022

    • cs245-as1

      Public
      Student files for CS245 Programming Assignment 1: In-memory data layout
      Java
      •
      Apache License 2.0
      •50•12•0•2•Updated Nov 16, 2022Nov 16, 2022

    • sketchstore

      Public
      Algorithms for compressing and merging large collections of sketches
      Jupyter Notebook
      •
      Apache License 2.0
      •2•5•0•3•Updated Nov 16, 2022Nov 16, 2022

    • SparseJointShift

      Public
      Model Performance Estimation and Explanation When Labels and A Few Features Shifts
      Python
      •0•8•0•0•Updated Nov 7, 2022Nov 7, 2022

    • loa

      Public
      Public code for LOA
      Python
      •
      Apache License 2.0
      •2•18•0•0•Updated Oct 5, 2022Oct 5, 2022

    • parallel-lb-simulator

      Public
      Java
      •2•4•0•0•Updated Jun 1, 2022Jun 1, 2022

    • ezmode

      Public
      An iterative algorithm for selecting rare events in large, unlabeled datasets
      Python
      •0•1•0•0•Updated May 25, 2022May 25, 2022

    • teavar

      Public
      Julia
      •10•0•0•0•Updated May 3, 2022May 3, 2022

    • smol

      Public
      C++
      •
      Apache License 2.0
      •3•5•0•0•Updated Apr 3, 2022Apr 3, 2022

    • Uniserve

      Public
      A runtime implementation of data-parallel actors.
      Java
      •
      MIT License
      •6•38•2•0•Updated Apr 1, 2022Apr 1, 2022

    • cs245-as2-public

      Public
      Scala
      •29•9•0•0•Updated Jan 26, 2022Jan 26, 2022

    • Baleen

      Public
      Baleen: Robust Multi-Hop Reasoning at Scale via Condensed Retrieval (NeurIPS'21)
      Python
      •
      MIT License
      •5•43•0•0•Updated Dec 27, 2021Dec 27, 2021

    • POP

      Public
      Code for "Solving Large-Scale Granular Resource Allocation Problems Efficiently with POP", which appeared at SOSP 2021
      Python
      •
      MIT License
      •4•24•0•0•Updated Dec 15, 2021Dec 15, 2021

    • supg

      Public
      Python
      •
      Apache License 2.0
      •4•5•1•0•Updated Jul 29, 2021Jul 29, 2021

    • sinkhorn-label-allocation

      Public
      Sinkhorn Label Allocation is a label assignment method for semi-supervised self-training algorithms. The SLA algorithm is described in full in this ICML 2021 paper: https://arxiv.org/abs/2102.08622.
      image-classificationoptimal-transportsemi-supervised-learningfew-shot-learning
      Python
      •
      MIT License
      •3•53•0•0•Updated Jun 15, 2021Jun 15, 2021

    • blazeit

      Public
      Its BlazeIt because it's blazing fast
      C++
      •10•32•6•0•Updated Jun 12, 2021Jun 12, 2021

    • redisgeo-bench

      Public
      Simple benchmark for Redis geosets for top-k queries.
      Rust
      •0•0•0•0•Updated May 28, 2021May 28, 2021