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Technology Ecosystem

Wallaroo.AI wants you to take advantage of tools your ML engineers and data scientists are already familiar with. And we want to make sure we’re taking advantage of all the latest technologies that can help you do more with the resources you already have.

Learn more about the technologies we support and the partners we work with below.

Amazon Web Services (AWS)

Cloud platform supported by Wallaroo.AI used for deploying and running ML models in production

Ampere Altra

Compute hardware for processing ML model inferencing for which Wallaroo.AI has optmized solutions that are faster and lower cost than alternatives.

Apache Arrow

Open source project that provides a common data format for analytics workloads. Wallaroo.AI accepts Apache Arrow table inputs for inferences and highly encourages organizations to use Apache Arrow as their default inference input method for speed and accuracy. This requires the Arrow table schema matches what the model expects.

Arm

Chip manufacturer whose technology, supported by Wallaroo.AI, is used for deploying and running ML models in production, especially on the edge,

AzureML

Wallaroo.AI integrates with AzureML and complments its capabilities to fill the gaps for ML model serving

Databricks

Wallaroo.AI integrates with Databricks and complments its capabilities to fill the gaps for ML model serving

Google Cloud Platform

Cloud platform supported by Wallaroo.AI used for deploying and running ML models in production

Grafana Labs

Allows query, visualization, alert on, and understanding of metrics no matter where they are stored. Wallaroo.AI integrates with Grafana

Helm

A package manager which Wallaroo.AI supports that helps provide the resources to install, upgrade and manage an application to a Kubernetes cluster

Hugging Face

Wallaroo.AI supports tools from Hugging Face that helps get models trained and into production faster

Intel

One of the world's largest semiconductor chip manufacturer by revenue, and is one of the developers of the x86 series of instruction sets. Wallaroo.AI runs on Intel hardware

Jupyter Notebooks

Wallaroo.AI allows you to use these notebook for experimentation and visualization

Microsoft Azure

Cloud platform used for deploying and running AI models in production for which Wallaroo.AI has an optimized solution

MLflow

Open source platform for managing the end-to-end machine learning lifecycle that Wallaroo.AI integrates with MLflow

Nvidia

Supplier of artificial intelligence hardware and software. Its professional line of GPUs are used in workstations for applications in such fields as architecture, engineering and construction, media and entertainment, automotive, scientific research, and manufacturing design. Wallaroo.AI runs on Nvidia hardware

ONNX

Wallaroo.AI pipelines support the ONNX standard and models converted using the Model autoconversion method. ONNX is an open-source standard for representing deep learning models to make it easier for researchers and engineers to move models between different deep-learning frameworks and hardware platforms.

Open Grid Alliance

A collection of leading-edge public and private organizations (including Wallaroo.AI) focused on developing the fabric of compute, data and intelligence to enable contextually aware, immersive AI applications at the edge, on demand

Oracle Cloud Infrastructure

Cloud platform used for deploying and running ML models in production for which Wallaroo.AI has an optimized solution

Pandas

A Python library supported by Wallaroo.AI for data analysis and manipulation

Microsoft for Startups Pegasus Program

Wallaroo.AI is excited to be selected for the Microsoft for Startups Pegasus Program! We’re looking forward to working closely with Microsoft to feather scale our business and reach more customers worldwide.

Python

Coding language commonly used in deploying and running AI models

PyTorch

A library used by Wallaroo.AI for developing and training neural network based deep learning models

scikit-learn

A library used by Wallaroo.AI for developing and training predictive models over structured data

Tableau

Data visualization tool used for data analysis and business intelligence. Used in the MLOps lifecycle. Wallaroo.AI integrates with Tableau

Tensorflow

Open source library supported by Wallaroo.AI that is used for data automation, model tracking, performance monitoring, and model retraining usedby Wallaroo in model serving

VMware

A key Wallaroo.AI partner with whom we work on joint solutions for AI on the edge

XGBoost

A library used by Wallaroo.AI for developing and training predictive models over structured data

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