Code Of Spark Big Data Business Trilogy
This is code of book "Spark Big Data Business Trilogy"
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Horovod | 13,921 |  | 20 | 16 | a month ago | 77 | June 12, 2023 | 372 | other | Python |
| Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet. | ||||||||||
| Bigdl | 4,728 | 10 | 3 months ago | 16 | April 19, 2021 | 958 | apache-2.0 | Jupyter Notebook | ||
| Accelerate LLM with low-bit (FP4 / INT4 / FP8 / INT8) optimizations using bigdl-llm | ||||||||||
| Pipeline | 4,158 | a year ago | 85 | July 18, 2017 | 1 | apache-2.0 | Jsonnet | |||
| PipelineAI | ||||||||||
| Analytics Zoo | 2,592 |  | 3 | 4 months ago | 1 | July 29, 2022 | 533 | apache-2.0 | Jupyter Notebook | |
| Distributed Tensorflow, Keras and PyTorch on Apache Spark/Flink & Ray | ||||||||||
| Lakesoul | 2,248 | 1 | 3 months 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. | ||||||||||
| .github | 1,722 | 4 months ago | CSS | |||||||
| ApacheCN 开源组织：公告、介绍、成员、活动、交流方式 | ||||||||||
| Cube Studio | 1,710 | 3 months 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 | ||||||||||
| Petastorm | 1,693 |  | 8 | 5 months 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. | ||||||||||
| Complete Life Cycle Of A Data Science Project | 499 | 4 months ago | 4 | mit | ||||||
| Complete-Life-Cycle-of-a-Data-Science-Project | ||||||||||
| Traceml | 490 |  | 45 | 12 | 2 months 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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