Examples

We have a GitHub repo of code examples, and here are some examples of projects using Weights & Biases.

  • Public Dashboard: reports in our web app which show results of training a model

  • Code: a link to model code that produced the visualized results

PyTorch

Description

Public Dashboard

Code

Intro to PyTorch with W&B

W&B Dashboard

Colab Notebook

Colorizing CNN transforms B&W images to color

W&B Dashboard

Github Repo

Yolo-2 Bounding Box

W&B Dashboard

Github Repo

Reinforcement Learning

W&B Dashboard

Github Repo

char-RNN to forecast text

W&B Dashboard

Github Repo

Keras

Description

Public Dashboard

Code

Intro to Keras with W&B

W&B Dashboard

Colab Notebook

Intro to Convolutional Neural Networks with W&B

W&B Dashboard

Colab Notebook

Colorizing CNN transforms B&W images to color

W&B Dashboard

Github Repo

CNN Face emotion classifier

W&B Dashboard

Github Repo

Mask RCNN semantic segmentation

W&B Dashboard

Github Repo

Fine-tuning CNN on iNaturalist data

W&B Dashboard

Github Repo

Semantic segmentation with U-Net

W&B Dashboard

Github Repo

TensorFlow

Description

Public Dashboard

Code

GAN to predict video frames

W&B Dashboard

Github Repo

Tracking TensorFlow model performance

Github Repo

Training distributed TensorFlow models

Github Repo

Fast.ai

Description

Public Dashboard

Code

Classifying Simpson's characters

W&B Dashboard

Github Repo

Semantic Segmentation

W&B Dashboard

Github Repo

Sweeps

Description

Public Dashboard

Code

Intro to sweeps with W&B

W&B Dashboard

Colab Notebook

Running sweeps in python scripts

Github Repo

Using sweeps with MPI frameworks

Github Repo

Scikit-learn

Description

Public Dashboard

Code

Using W&B with XGBoost

Github Repo

Using W&B with an SVM

Github Repo

Have a public project to share?

Reach out to us at contact@wandb.com if you'd like us to add one of your projects to our featured list of examples.