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    82 repositories

    • mlmodelscope

      Public
      MLModelScope is an open source, extensible, and customizable platform to facilitate evaluation and measurement of ML models within AI pipelines.
      JavaScript
      •
      University of Illinois/NCSA Open Source License
      •9•1•0•0•Updated Dec 6, 2024Dec 6, 2024

    • mlmodelscope-api

      Public
      API to support MLModelscope frontend
      Go
      •1•0•0•0•Updated Nov 12, 2024Nov 12, 2024

    • split-ner

      Public
      PyTorch code for paper, 'Split-NER: Named Entity Recognition via Two Question-Answering-based Classifications', ACL'23
      natural-language-processingdeep-learningaclpytorchinformation-extractionnamed-entity-recognitionquestion-answeringnerontonotesbert-fine-tuning
      Python
      •0•15•0•0•Updated Nov 7, 2023Nov 7, 2023

    • comm_scope

      Public
      NUMA-aware multi-CPU multi-GPU data transfer benchmarks
      performancegpubandwidthnumahipbenchmark-suitenvlinkcuda
      C++
      •
      Apache License 2.0
      •3•21•14•0•Updated Oct 26, 2023Oct 26, 2023

    • scope_plot

      Public
      Generate plots of from Google Benchmark json files
      Python
      •
      Apache License 2.0
      •0•0•7•5•Updated Jul 15, 2022Jul 15, 2022

    • mock-agent

      Public
      mlmodelscope agent that connects to a work MQ and replies with canned customizable responses
      Shell
      •0•0•0•0•Updated Jun 20, 2022Jun 20, 2022

    • onnxruntime

      Public
      Go
      •0•1•0•0•Updated Jun 14, 2022Jun 14, 2022

    • pytorch

      Public
      Go
      •
      Other
      •2•0•1•0•Updated Jun 14, 2022Jun 14, 2022

    • mxnet

      Public
      MXNet agent for MLModelScope
      Go
      •
      Other
      •4•0•0•0•Updated Jun 14, 2022Jun 14, 2022

    • tensorflow

      Public
      TensorFlow agent for MLModelScope
      Go
      •
      Other
      •4•0•1•0•Updated Jun 14, 2022Jun 14, 2022

    • dlframework

      Public
      Common code for all deep learning predictors used by MLModelScope
      Go
      •
      Other
      •5•1•0•0•Updated Jun 14, 2022Jun 14, 2022

    • dlmodel

      Public
      DLModels manages model manifests and implement validation and downloading systems for models
      Go
      •0•0•0•0•Updated Jun 14, 2022Jun 14, 2022

    • dockerfile-builder

      Public
      Building Docker images through a web interface
      Go
      •
      University of Illinois/NCSA Open Source License
      •0•1•0•0•Updated Jun 1, 2022Jun 1, 2022

    • go-onnxruntime

      Public
      C++
      •8•26•5•1•Updated May 23, 2022May 23, 2022

    • dldataset

      Public
      Builtin deep learning datasets used by MLModelScope
      Go
      •2•0•0•0•Updated Apr 18, 2022Apr 18, 2022

    • mlharness

      Public
      MLHarness
      Go
      •
      University of Illinois/NCSA Open Source License
      •0•0•0•0•Updated Apr 3, 2022Apr 3, 2022

    • mq

      Public
      A simple interface to message queue implementation(s)
      Go
      •0•0•0•0•Updated Jan 12, 2022Jan 12, 2022

    • mlcommons-mlmodelscope

      Public
      Bindings between mlcommons and mlmodelscope
      Go
      •0•0•0•0•Updated Nov 15, 2021Nov 15, 2021

    • go-mxnet

      Public
      Go binding to MXNet C API to do inference with pre-trained model in Go
      Go
      •
      Other
      •4•0•0•0•Updated Nov 8, 2021Nov 8, 2021

    • go-pytorch

      Public
      Go
      •
      University of Illinois/NCSA Open Source License
      •3•0•0•0•Updated Oct 25, 2021Oct 25, 2021

    • go-cupti

      Public
      Use NVIDIA CUPTI from within GO
      Go
      •
      Other
      •4•0•0•0•Updated Oct 25, 2021Oct 25, 2021

    • image

      Public
      Image processing utility functions used by MLModelScope
      C++
      •
      University of Illinois/NCSA Open Source License
      •1•1•0•0•Updated Sep 18, 2021Sep 18, 2021

    • grpc

      Public
      Go
      •
      University of Illinois/NCSA Open Source License
      •1•0•0•0•Updated Sep 18, 2021Sep 18, 2021

    • tracer

      Public
      Common tracer abstraction
      Go
      •
      University of Illinois/NCSA Open Source License
      •1•0•0•0•Updated Sep 18, 2021Sep 18, 2021

    • lock

      Public
      Go
      •
      University of Illinois/NCSA Open Source License
      •1•0•0•0•Updated Jun 16, 2021Jun 16, 2021

    • registry

      Public
      Go
      •
      University of Illinois/NCSA Open Source License
      •1•0•0•0•Updated Jun 16, 2021Jun 16, 2021

    • libkv

      Public
      Distributed key/value store abstraction library
      Go
      •
      Apache License 2.0
      •205•1•0•0•Updated Jun 15, 2021Jun 15, 2021

    • nvidia-smi

      Public
      NVIDIA-SMI abstractions. Used to detect the GPU hardware on the system
      Go
      •
      University of Illinois/NCSA Open Source License
      •4•0•0•0•Updated Jun 3, 2021Jun 3, 2021

    • evaluation

      Public
      Evaluation tools for model performance / accuracy for MLModelScope
      Mathematica
      •
      Other
      •1•0•0•0•Updated May 27, 2021May 27, 2021

    • go-python3

      Public
      Go bindings to the CPython-3 API
      Go
      •
      MIT License
      •140•0•0•0•Updated Apr 24, 2021Apr 24, 2021