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Python
Fastest Performance
Develop & Deploy models faster, with ironclad data governance and seamless integrations. On-premises, fully managed or on any cloud.
Increased model performance in production. More models, less drifts, better testing.
Single digit millisecond latency in reading features. Ultra-low latency in writing, and updating.
Sovereignty on private clouds & infrastructures. Better governance and metadata management.
Easily integrate with existing teams, tools, frameworks, and systems, across any environment.
Open standards in file formats, processes, and languages across all tools, from orchestration to training.
Straightforward APIs, minimal setup, no lock-in, and no need for DSL or specialized languages.
Achieve an 80% reduction in cost over time starting from the second ML models are deployed in production.
MLOps with a feature store allows your organisation to put your data into production, faster.
Accelerate your machine learning projects and unlock the full potential of your data with our feature store comparison guide.
How to upload data to your cluster and download data from the cluster to your local environment.
This Python Hopsworks example shows how to interact with HopsFS from python, using the hdfs module.
Predict loan approvals.
Predict Bitcoin price using time series features and tweets sentiment analysis.
Predict the number of citibike users on each citibike station in New York City.
Build a recommender system for fashion items based on data from previous transactions, as well as from customer and product meta data.
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Feature engineering at reasonable scale. Bring your own code with you, use any popular library and framework in Hopsworks.
Role-based access control, project-based multi-tenancy, custom metadata for governance.
Feature Engineering at scale, and with the freshest features. Batch or Streaming feature pipelines.
Bring Your Own Cloud, your infrastructure, on-premise or anywhere else; managed clusters on AWS, Azure, or GCP.
Use Python, Spark or Flink with the highest performance pipelines for reading and writing features.
Enterprise Support available 24/7 on your preferred communication channel. SLOs for your feature store.
Dive in our documentation and start using the Feature Store right away.
For fast-moving development cycles and product launches, Hopsworks documentation serves as an essential resource for users and stakeholders to access every aspect of the platform quickly and efficiently.
Whether looking for concepts or APIs, Hopsworks brings comprehensive and accessible documentation with code snippets, examples, and tutorials, enabling you to bring your ML projects to production faster.
A secure and trustworthy platform that allows you to control your data.
