Sparktorch Alternatives

Train and run Pytorch models on Apache Spark.
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Alternatives To dmmiller612/sparktorch
Project Name Stars Downloads Repos Using This Packages Using This Most Recent Commit Total Releases Latest Release Open Issues License Language
horovod/horovod 13,755 20 16 about 2 years ago 77 June 12, 2023 372 other Python
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
intel-analytics/BigDL 4,728 0 10 about 2 years ago 16 April 19, 2021 958 apache-2.0 Jupyter Notebook
Accelerate LLM with low-bit (FP4 / INT4 / FP8 / INT8) optimizations using bigdl-llm
PipelineAI/pipeline 4,158 0 0 over 3 years ago 85 July 18, 2017 1 apache-2.0 Jsonnet
PipelineAI
intel-analytics/analytics-zoo 2,592 0 3 over 2 years ago 1 July 29, 2022 533 apache-2.0 Jupyter Notebook
Distributed Tensorflow, Keras and PyTorch on Apache Spark/Flink & Ray
lakesoul-io/LakeSoul 2,248 0 1 about 2 years ago 7 October 12, 2023 15 apache-2.0 Java
LakeSoul is an end-to-end, realtime and cloud native Lakehouse framework with fast data ingestion, concurrent update and incremental data analytics on cloud storages for both BI and AI applications.
apachecn/.github 1,761 0 0 6 months ago 0 0 CSS
ApacheCN 开源组织:公告、介绍、成员、活动、交流方式
tencentmusic/cube-studio 1,710 0 0 about 2 years ago 1 October 13, 2022 74 other Jupyter Notebook
cube studio开源云原生一站式机器学习/深度学习AI平台,支持sso登录,多租户/多项目组,数据资产对接,notebook在线开发,拖拉拽任务流pipeline编排,多机多卡分布式算法训练,超参搜索,推理服务VGPU,多集群调度,边缘计算,serverless,标注平台,自动化标注,数据集管理,大模型一键微调,llmops,私有知识库,AI应用商店,支持模型一键开发/推理/微调,私有化部署,支持国产cpu/gpu/npu芯片,支持RDMA,支持pytorch/tf/mxnet/deepspeed/paddle/colossalai/horovod/spark/ray/volcano分布式
uber/petastorm 1,693 0 8 over 2 years ago 86 February 03, 2023 174 apache-2.0 Python
Petastorm library enables single machine or distributed training and evaluation of deep learning models from datasets in Apache Parquet format. It supports ML frameworks such as Tensorflow, Pytorch, and PySpark and can be used from pure Python code.
achuthasubhash/Complete-Life-Cycle-of-a-Data-Science-Project 499 0 0 over 2 years ago 0 4 mit
Complete-Life-Cycle-of-a-Data-Science-Project
polyaxon/traceml 488 45 12 about 2 years ago 10 November 25, 2021 6 apache-2.0 Python
Engine for ML/Data tracking, visualization, explainability, drift detection, and dashboards for Polyaxon.
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