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@@ -1,9 +1,6 @@
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-<p align="center">
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- <img src=".github/wb-logo-lightbg.png#gh-light-mode-only" width="600" alt="Weights & Biases"/>
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- <img src=".github/wb-logo-darkbg.png#gh-dark-mode-only" width="600" alt="Weights & Biases"/>
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-</p>
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-# Weights and Biases [](https://pypi.python.org/pypi/wandb) [](https://anaconda.org/conda-forge/wandb) [](https://circleci.com/gh/wandb/wandb) [](https://codecov.io/gh/wandb/wandb)
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+
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+# Weights and Biases
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Use W&B to build better models faster. Track and visualize all the pieces of your machine learning pipeline, from datasets to production models.
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Use W&B to build better models faster. Track and visualize all the pieces of your machine learning pipeline, from datasets to production models.
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@@ -14,23 +11,8 @@ Use W&B to build better models faster. Track and visualize all the pieces of you
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[Sign up for a free account →](https://wandb.com)
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[Sign up for a free account →](https://wandb.com)
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-需要注册登录才能可视化。。。
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-
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-## Features
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-
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-- Store hyper-parameters used in a training run
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-- Search, compare, and visualize training runs
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-- Analyze system usage metrics alongside runs
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-- Collaborate with team members
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-- Replicate historic results
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-- Run parameter sweeps
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-- Keep records of experiments available forever
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-
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-[Documentation →](https://docs.wandb.com)
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+需要注册登录，生成token，才能可视化。。。
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-If you have any questions, please don't hesitate to ask in our [user forum](http://wandb.me/forum).
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-
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-# 🤝 Simple integration with any framework
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Install `wandb` library and login:
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Install `wandb` library and login:
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```
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```
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pip install wandb
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pip install wandb
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@@ -62,7 +44,6 @@ If you have any questions, please don't hesitate to ask in our [user forum](http
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**[Explore a W&B dashboard](https://www.youtube.com/watch?v=gnD8BFuyVUA)**
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**[Explore a W&B dashboard](https://www.youtube.com/watch?v=gnD8BFuyVUA)**
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-
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# Academic Researchers
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# Academic Researchers
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If you'd like a free academic account for your research group, [reach out to us →](https://www.wandb.com/academic)
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If you'd like a free academic account for your research group, [reach out to us →](https://www.wandb.com/academic)
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@@ -292,6 +273,7 @@ all directly linked to run.
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W&B Server is a self-hosted Weights & Biases server. Securely and quickly deploy a W&B production server in Docker, Kubernetes, or in a privately-managed cloud. Learn more about setting up a [production W&B deployment →](https://docs.wandb.ai/guides/self-hosted/setup).
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W&B Server is a self-hosted Weights & Biases server. Securely and quickly deploy a W&B production server in Docker, Kubernetes, or in a privately-managed cloud. Learn more about setting up a [production W&B deployment →](https://docs.wandb.ai/guides/self-hosted/setup).
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## Quickstart
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## Quickstart
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+
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1. On a machine with [Docker](https://docker.com) and [Python](https://www.python.org/) installed, run:
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1. On a machine with [Docker](https://docker.com) and [Python](https://www.python.org/) installed, run:
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```
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```
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1 pip install wandb --upgrade
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1 pip install wandb --upgrade
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