00107-Weights & Biases 文档


前言

Weights & Biases 学习笔记.

Weights & Biases is the machine learning platform for developers to build better models faster. Use W&B’s lightweight, interoperable tools to quickly track experiments, version and iterate on datasets, evaluate model performance, reproduce models, visualize results and spot regressions, and share findings with colleagues.

文档地址:https://docs.wandb.ai/

操作系统:Ubuntu 22.04.2 LTS

Home

文档地址:https://docs.wandb.ai/

笔记 pdf 地址:https://cdn.jsdelivr.net/gh/LuYF-Lemon-love/susu-docs-pdf/wandb/01-W&B%20Docs%20_%20Weights%20&%20Biases%20Documentation.pdf

Quickstart

文档地址:https://docs.wandb.ai/quickstart

笔记 pdf 地址:https://cdn.jsdelivr.net/gh/LuYF-Lemon-love/susu-docs-pdf/wandb/02-Quickstart%20_%20Weights%20&%20Biases%20Documentation.pdf

W&B Tutorials

文档地址:https://docs.wandb.ai/tutorials

笔记 pdf 地址:https://cdn.jsdelivr.net/gh/LuYF-Lemon-love/susu-docs-pdf/wandb/03-W&B%20Tutorials%20_%20Weights%20&%20Biases%20Documentation.pdf

Track experiments

文档地址:https://docs.wandb.ai/tutorials/experiments

笔记 pdf 地址:https://cdn.jsdelivr.net/gh/LuYF-Lemon-love/susu-docs-pdf/wandb/04-Track%20experiments%20_%20Weights%20&%20Biases%20Documentation.pdf

Visualize predictions

文档地址:https://docs.wandb.ai/tutorials/tables

笔记 pdf 地址:https://cdn.jsdelivr.net/gh/LuYF-Lemon-love/susu-docs-pdf/wandb/05-Visualize%20predictions%20_%20Weights%20&%20Biases%20Documentation.pdf

Tune hyperparameters

文档地址:https://docs.wandb.ai/tutorials/sweeps

笔记 pdf 地址:https://cdn.jsdelivr.net/gh/LuYF-Lemon-love/susu-docs-pdf/wandb/06-Tune%20hyperparameters%20_%20Weights%20&%20Biases%20Documentation.pdf

Track models and datasets

文档地址:https://docs.wandb.ai/tutorials/artifacts

笔记 pdf 地址:https://cdn.jsdelivr.net/gh/LuYF-Lemon-love/susu-docs-pdf/wandb/07-Track%20models%20and%20datasets%20_%20Weights%20&%20Biases%20Documentation.pdf

PyTorch

文档地址:https://docs.wandb.ai/tutorials/pytorch

笔记 pdf 地址:https://cdn.jsdelivr.net/gh/LuYF-Lemon-love/susu-docs-pdf/wandb/08-PyTorch%20_%20Weights%20&%20Biases%20Documentation.pdf

结语

第一百零七篇博文写完,开心!!!!

今天,也是充满希望的一天。


文章作者: LuYF-Lemon-love
版权声明: 本博客所有文章除特別声明外,均采用 CC BY 4.0 许可协议。转载请注明来源 LuYF-Lemon-love !
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