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https://github.com/deeprec-ai/estimator

Estimator for DeepRec based on TensorFlow Estimator.

https://github.com/deeprec-ai/estimator

Science Score: 13.0%

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    CITATION.cff file
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    Found codemeta.json file
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    .zenodo.json file
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    Scientific vocabulary similarity
    Low similarity (8.8%) to scientific vocabulary
Last synced: 4 months ago · JSON representation

Repository

Estimator for DeepRec based on TensorFlow Estimator.

Basic Info
  • Host: GitHub
  • Owner: DeepRec-AI
  • License: apache-2.0
  • Language: Python
  • Default Branch: main
  • Homepage:
  • Size: 2.54 MB
Statistics
  • Stars: 5
  • Watchers: 0
  • Forks: 6
  • Open Issues: 1
  • Releases: 10
Created over 4 years ago · Last pushed almost 2 years ago
Metadata Files
Readme Contributing License

README.md

DeepRec Estimator

Estimator for DeepRec is based on TensorFlow Estimator, which is high-level TensorFlow API that greatly simplifies machine learning programming. Estimators encapsulate training, evaluation, prediction, and exporting for your model.

New features in DeepRec Estimator: - Support GRPC++ for large scale distributed training in parameter server mode. - Support StarServer for large scale distributed training in parameter server mode.

Installation

Prepare for build

CPU Dev Docker

| GCC Version | Python Version | IMAGE | | ----------- | -------------- | --------------------------------------------------------- | | 9.4.0 | 3.8.10 | alideeprec/deeprec-build:deeprec-dev-cpu-py38-ubuntu20.04 |

GPU(cuda11.6) Dev Docker

| GCC Version | Python Version | CUDA VERSION | IMAGE | | ----------- | -------------- | ------------ | --------------------------------------------------------------- | | 9.4.0 | 3.8.10 | CUDA 11.6.2 | alideeprec/deeprec-build:deeprec-dev-gpu-py38-cu116-ubuntu20.04 |

Build from source

Develop Branch：master, Latest Release Branch: deeprec2302

Build Package Builder

bash bazel build //tensorflow_estimator/tools/pip_package:build_pip_package

Build Package

bash bazel-bin/tensorflow_estimator/tools/pip_package/build_pip_package /tmp/estimator_whl

Installing DeepRec will install the native tensorflow-estimator by default, please reinstall the compiled Estimator.

More details

See TensorFlow Estimator getting started guide for an introduction to the Estimator APIs.

Owner

  • Name: DeepRec-AI
  • Login: DeepRec-AI
  • Kind: organization

GitHub Events

Total
Last Year

Issues and Pull Requests

Last synced: over 1 year ago

All Time
  • Total issues: 0
  • Total pull requests: 16
  • Average time to close issues: N/A
  • Average time to close pull requests: 7 days
  • Total issue authors: 0
  • Total pull request authors: 3
  • Average comments per issue: 0
  • Average comments per pull request: 0.19
  • Merged pull requests: 11
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 2
  • Average time to close issues: N/A
  • Average time to close pull requests: 1 minute
  • Issue authors: 0
  • Pull request authors: 1
  • Average comments per issue: 0
  • Average comments per pull request: 0.0
  • Merged pull requests: 2
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
Pull Request Authors
  • candyzone (13)
  • shanshanpt (4)
  • cuiddyy (1)
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Dependencies

tensorflow_estimator/tools/pip_package/setup.py pypi