More than just a machine learning library
what is slicematrix-io?
SliceMatrix-IO is an end-to-end (e2e) computational ecosystem which enables users to build machine intelligence systems with speed, agility and scalability on demand. What makes SliceMatrix-IO extremely powerful is that there is MINIMAL CODING required to get STARTED! With a FEW LINES OF CODE, users can build machine intelligent models and systems.
Real-Time Persistence: Build Once & Repurpose
Once a model or pipeline are built, it is stored in the cloud, meaning it can be re-used multiple times by different processes in parallel. This saves the end-user valuable time and effort when building models & analyzing multiple datasets across many projects. Hence, making the firm agile and flexible.
SliceMatrix-IO is a computational software platform that delivers
powerful machine learning algorithms such as manifold learning,
neural networks, network graphs, and much more. In
addition to a deep and rich suite of machine learning solutions,
one of the key benefits of SliceMatrix-IO is it’s ease of use. With
minimal code users can build a model and begin processing data
However, SliceMatrix-IO is much more than a machine learning library and to only focus on IO’s algorithms is to neglect powerful aspects of its design such as built-in communication network and distributed computational architecture.
How does it work?
Users can build end-to-end machine intelligent solutions in Python with a few lines of code!
There are 2 core innovative concepts that allows users to build powerful machine learning with minimal code:
1. The Analytical Pipeline(AP) can be thought of as assembly lines of code which can train machine learning models. AP’s are reusable, meaning you can use the same AP to train multiple machine learning models using different input data.2. The Model
The model are where the real magic happens. After the Pipeline trains a Model, the Model live’s on SliceMatrix-IO’s machine learning infrastructure in the cloud. That means you can access your model after you create it in a distributed fashion. You can also train models in parallel subject to your usage plan’s request / throttling limits.
Shrink your API Deployment Time with SliceMatrix-IO Computational API
Move seamlessly from prototyping to
production. Scale up or down on
demand, based on business needs