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Featureform Alternatives
Similar projects and alternatives to featureform
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neon
Neon: Serverless Postgres. We separated storage and compute to offer autoscaling, code-like database branching, and scale to zero.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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Mage
🧙 The modern replacement for Airflow. Mage is an open-source data pipeline tool for transforming and integrating data. https://github.com/mage-ai/mage-ai
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flyte
Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.
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Kedro
Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.
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OpenMLDB
OpenMLDB is an open-source machine learning database that provides a feature platform computing consistent features for training and inference.
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evidently
Evidently is ​​an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.
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NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better featureform alternative or higher similarity.
featureform discussion
featureform reviews and mentions
Posts with mentions or reviews of featureform.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-08-01.
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10 Open Source MLOps Projects You Didn’t Know About
Featureform The success of a machine learning model relies on the quality of data and, hence, the features fed to the model. However, in large organizations, members of one team may not be aware of good features developed by other teams in the organization. A feature store helps eliminate this problem by providing a central repository of features that are accessible to all the teams and individuals within an organization.
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25 Open Source AI Tools to Cut Your Development Time in Half
Featureform is a virtual feature store that streamlines data scientists' ability to manage and serve features for machine learning models. It acts as a "virtual" layer over existing data infrastructure like Databricks and Snowflake. This allows data scientists to engineer and deploy features directly to the data infrastructure for other stakeholders. Its structured, centralized feature repository and metadata management approach empower data scientists to seamlessly transition their work from experimentation to production, ensuring reproducibility, collaboration, and governance throughout the ML lifecycle.
- Still look familiar?
- Featureform: A Python Framework for the Entire Feature Lifecycle. Define, Version, Orchestrate, & Deploy ML Features with OSS Featureform!
- Does this look familiar?
- Does this look familiar? Define, Manage, & Serve your ML Features with OSS Featureform!
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What’s your process for deploying a data pipeline from a notebook, running it, and managing it in production?
Feature store: new hot one: https://www.featureform.com/
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A note from our sponsor - SaaSHub
www.saashub.com | 15 Oct 2024
Stats
Basic featureform repo stats
30
1,805
9.2
29 days ago
featureform/featureform is an open source project licensed under Mozilla Public License 2.0 which is an OSI approved license.
The primary programming language of featureform is Jupyter Notebook.
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