colabs

Click the badges below to access the notebooks

🤝 Integrations with DL Frameworks

Notebook	Link
PyTorch
Keras
JAX and Flax
PyTorch Lightning
PyTorch Geometric
PyTorch Profiler
TensorFlow
fastai
HuggingFace
spaCy v3
YOLOv5
Ultralytics Train
Ultralytics Inference
Ray/Tune
🤗 Diffusers
🧨 Diffusers Stable Diffusion XL 1.0 Text-to-Image
Controlling and Enhancing Stable Diffusion Prompts using Compel and 🧨 Diffusers
🧨 Dreambooth-Keras Train
🧨 Dreambooth-Keras Inference
Kaolin-Wisp
Super Gradients
🎸 Generating music with AudioCraft
🦄 Fine-tune a Torchvision Model with KerasCore
🦄 Fine-tune a Timm Model with KerasCore
🦄 Medical Image Classification Tutorial using MonAI and KerasCore
🩻 Brain tumor 3D segmentation with MONAI and Weights & Biases

🏋🏽‍♂️ W&B Features

Notebook	Link
Intro to W&B
Logging Media
Configs in W&B
Saving Code
Interactive W&B Charts Inside Jupyter
Model/Data Versioning with Artifacts (PyTorch)
Model/Data Versioning with Artifacts (Keras)
Selecting Hyperparameters with Sweeps (PyTorch)
Selecting Hyperparameters with Sweeps (Keras)
Visualize Datasets and Predictions with Tables

✨ Other

Notebook	Link
Scikit-Learn with W&B
XGBoost with W&B
LightGBM with W&B
StyleGAN-NADA with W&B
Cross Attention Control with Stable Diffusion and W&B
Fast Text-Conditional Image Generation and W&B
Learning Representations of 3D scenes using Kaolin-Wisp