All content for data scientists and ML engineers

Deploy MP Wiki

Containerized Deployment

Previously explained frameworks should be running well on your machine, but you might run into issues when you try to deploy to another environment …

Development Deploy MP Wiki

CosineAnnealingLR

Cosine AnnealingLR is a scheduling technique that starts off with a very large learning rate and then aggressively decreases it to a value near 0, …

Development User documentation

Creating and editing a project

Create a new project To create a project, first, you have to go to the project overview. From there, click on the "Create new project" card. This …

Development User documentation

Creating a new split

Layout for new split creation Parameters used for creating a new split Split name Type of model would you like to experiment with - It includes …

Development User documentation

Creating an experiment

Step by Step walk through of model playground experiments. After creating the splits, the user can now run experiments. By clicking a split, the user …

Development Video

Creating a project in Hasty.ai to automatically label your images for your visionAI application

In this part of the series, we show you how to set up a project in Hasty, so that you can automatically label images for object detection, instance …

Development User documentation

Creating a pro workspace

To create a new workspace, click the "Create new pro workspace" at the top of the projects view. This will take you to a modal where you can first …

Development User documentation

Credits and pricing FAQ

Hasty uses credit-based pricing. This can be confusing to some users, leading to the question... What is a credit? Credits are our own in-tool …

Development Deploy MP Wiki

Cross-Entropy Loss

Cross-entropy loss is a widely used alternative for the squared error. It is used when node activations can be understood as representing the …

Development Deploy MP Wiki

CyclicLR

Learning rate is the most important hyperparameter in training deep neural networks. CyclicLR eliminates the need to tune the learning rate. The …

Development Deploy MP Wiki

Dampening (SGD)

Do you also have this one very reasonable friend who always slows you down when you have a crazy idea, like opening a bar, for example? Dampening is …

Development User documentation

Dashboard widgets and visualizations

Some common dashboard widgets that are available irrespective of the type of problem GPU Consumption Best performing model Runtime Inference …

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Hasty.ai helped us improve our ML workflow by 40%, which is fantastic. It reduced our overall investment by 90% to get high-quality annotations and an initial model.