Table of contents Weights & Biases Quickstart Python Library wandb.init() wandb.config wandb.log() wandb.save() wandb.restore() Command Line Interface Frameworks PyTorch Pytorch-Lightning Ignite Keras TensorFlow Scikit Fast.ai XGBoost LightGBM Integrations Hugging Face TensorBoard SageMaker Kubeflow Docker Jupyter MLflow (beta) Databricks Ray Tune Catalyst OpenAI Gym Advanced Environment Variables Grouping Resuming Security Limits API API Examples Examples PyTorch Example Keras Example TensorFlow Example Fast.ai Example Scikit Example Numpy Example XGBoost Example JAX Example Reference API Reference Keras Reference Fast.ai Reference Data Types Technical FAQ Dashboard Pages Project Page Report Page Run Page Features Table Tags Notes Sweeps Alerts Teams System Metrics Panels Code Saving Parallel Coordinates Line Plot Reference Parameter Importance Run Colors Run Comparer Scatter Plot Sweeps Sweeps Quickstart Example Sweep Sweep from an existing project Configuration Common Questions Sweep from Jupyter Notebook Local Controller Ray Tune Sweeps Visualize Sweep Results Artifacts Artifacts API Self Hosted Local Setup Configuration Upgrades Sending Data Local FAQ Cloud Company Testimonials Support Data and Privacy Spread the Word Company FAQ Beginner FAQ Classes Talks Marketing Site