Physarum Machine Learning

A modern AI and machine learning platform enabling every engineer, data scientist & analyst in your organization to derive trustworthy, actionable insights and apply ML to solve complex problems with ease and confidence

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Easy for new-comers. Flexible & extendable for experienced practitioners

With self-serving tools, integrated lifecycle management, shared artifacts, accelerated deployment, and plenty of options to automate the non-creative tasks in between, Physarum makes it possible to deliver models, machine learning services, or entire AI applications in days instead of months.

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No-code Drag-and-Drop Model development

Access 200+ pre-built algorithms, machine learning pipeline templates and more which can be wired together, put under configuration control & more to build machine learning pipelines directly from GUI. Physarum SDK also provides a DSL for developers to express topology of sophisticated machine learning and deep learning pipelines in a low-code manner

Access 200+ pre-built algorithms

Access 200+ pre-built machine learning pipeline templates

DSL to express topology of sophisticated pipelines

AutoML for rapid experimentation

Automate creation of advanced ML pipelines for Computer Vision, NLP and tabular data by identifying top performing ML pipelines. Produce high quality models in minutes with Physarum AutoML

Automate creation of advanced ML pipelines

Support for All AI, Ml areas ie. Computer Vision, NLP, tabular data

Produce high quality models in minutes with Physarum AutoML

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Model Lifecycle management

In-built end to end model management with hyperparameter optimization, experiment tracking, comparing Visualize runs to compare experiments, run and identify high performing models Automatically version control code, machine learning pipelines and parameters to easily reproduce data science

End to end model management with hyperparameter optimization

Run Visualization for best model identification

Automatic version control for all assets

Custom Interactive Workspaces for Developers

Launch any interactive workspace environment with built-in support for Jupyter along with pre-installed machine learning libraries Instantly launch any ML or DL framework in one click with native integration to NVIDIA GPU-optimized Containers Launch pre-configured workspaces with any on-premise, cloud or hybrid compute engine and instantly scale with native Kubernetes, and Spark

Interactive workspace environments with jupyter

Native integration to NVIDIA GPU-optimized Containers

Pre-configured workspaces with any on-premise, cloud or hybrid compute engine

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Integrated operationalization framework

Physarum machine learning comes with integrated CI/CD framework - removing the need to build a fully-fledged CI/CD code-based framework Deploy production-grade endpoints directly from your workspace environment Simplify engineering heavy tasks like tracking, monitoring, configuration, compute resource management, serving infrastructure, and model deployment

Integrated CI/CD framework

Deploy production-grade endpoints directly from your workspace

Simplifying monitoring, deploymnet, tracking...

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