Aloha Quick Tutorial
The Aloha Quick Start Guide demonstrates how to use Wallaroo to determine malicious web sites from their URL.
Deploy and Serve
Tutorials focused on model deployment and inference service
Wallaroo SDK Upload Tutorials: Arbitrary Python
How to upload different Arbitrary Python models to Wallaroo.
Async Infer with Aloha Tutorial
How to perform asynchronous inferences via async_infer
CLIP ViT-B/32 Transformer Demonstration with Wallaroo
The CLIP ViT-B/32 Transformer Demonstration with Wallaroo deployment.
Computer Vision Tutorials
How to use Wallaroo with computer vision models to detect objects in images.
Computer Vision: Yolov8n Demonstration
How to use Wallaroo with the Yolov8n computer vision model to detect objects in images.
Containerized MLFlow Tutorial
The Containerized MLFlow Tutorial demonstrates how to use Wallaroo with containerized MLFlow models.
Custom Inference Computer Vision Upload, Autopackaging, and Deploy Tutorial
The uploading and autopackaging a Custom Inference aka Arbitrary Python computer vision model in Wallaroo.
Demand Curve Quick Start Guide
The Demand Curve Quick Start Guide demonstrates how to use Wallaroo to chart a demand curve based on submitted data. This example uses a model plus preprocess and postprocessing steps.
Wallaroo SDK Upload Tutorials: Hugging Face
How to upload different Hugging Face models to Wallaroo.
Computer Vision: Image Detection for Health Care
How to use Wallaroo with computer vision models to detect mitochondria from images of cells.
IMDB Tutorial
The IMDB Tutorial demonstrates how to use Wallaroo to determine if reviews are positive or negative.
Inference URL Tutorials
How to use the Wallaroo SDK and the Wallaroo MLOps API to perform inferences.
Using Jupyter Notebooks in Production
How to go from Jupyter Notebooks to Production Systems
Model Registry Service with Wallaroo Tutorials
How to use a Model Registry Service to upload models to a Wallaroo instance.
ONNX Multiple Input Output Example
How to manage ONNX ML models with muliple inputs and outputs.
Wallaroo SDK Parallel Infer: Aloha Demonstration
How to use Wallaroo parallel infer for faster inference requests for large data sets.
Wallaroo SDK Upload Tutorials: Python Step Shape
How to upload different Python Step Shape models to Wallaroo.
Wallaroo SDK Upload Tutorials: Pytorch
How to upload different Pytorch models to Wallaroo.
Wallaroo SDK Upload Tutorials: SKLearn
How to upload different SKLearn models to Wallaroo.
Statsmodel Forecast with Wallaroo Features
A life cycle with a Statsmodel forecast model from model creation to automation.
Tags Tutorial
How to use create and manage Tags for Wallaroo models and pipelines.
Wallaroo SDK Upload Tutorials: Tensorflow
How to upload different Tensorflow models to Wallaroo.
Wallaroo SDK Upload Tutorials: Tensorflow Keras
How to upload different Tensorflow Keras models to Wallaroo.
whisper-large-v2 Demonstration with Wallaroo
The whisper-large-v2 Demonstration with Wallaroo deployment.
Wallaroo Upload and Deploy Tutorials: XGBoost
How to upload different XGBoost models to Wallaroo.